ClLayerSupport Class Reference

#include <ClLayerSupport.hpp>

Inheritance diagram for ClLayerSupport:

Public Member Functions
	ClLayerSupport (const IBackendInternal::IBackendSpecificModelContextPtr &modelContextPtr)
	ClLayerSupport ()
	~ClLayerSupport ()
bool	IsAbsSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsActivationSupported (const TensorInfo &input, const TensorInfo &output, const ActivationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsAdditionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsArgMinMaxSupported (const TensorInfo &input, const TensorInfo &output, const ArgMinMaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
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 override
bool	IsBatchToSpaceNdSupported (const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsCastSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsComparisonSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &ouput, const ComparisonDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConcatSupported (const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const ConcatDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConstantSupported (const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConvertFp16ToFp32Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConvertFp32ToFp16Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConvolution2dSupported (const TensorInfo &input, const TensorInfo &output, const Convolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDequantizeSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDepthToSpaceSupported (const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDepthwiseConvolutionSupported (const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDilatedDepthwiseConvolutionSupported (const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reason=EmptyOptional()) const override
bool	IsDivisionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsElementwiseUnarySupported (const TensorInfo &input, const TensorInfo &ouput, const ElementwiseUnaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsFillSupported (const TensorInfo &input, const TensorInfo &output, const FillDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsFloorSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsFullyConnectedSupported (const TensorInfo &input, const TensorInfo &output, const TensorInfo &weights, const TensorInfo &biases, const FullyConnectedDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsGatherSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, const GatherDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported) const override
bool	IsGreaterSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &ouput, Optional< std::string &> reasonIfUnsupported) const override
bool	IsInputSupported (const TensorInfo &input, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsInstanceNormalizationSupported (const TensorInfo &input, const TensorInfo &output, const InstanceNormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsL2NormalizationSupported (const TensorInfo &input, const TensorInfo &output, const L2NormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsLogicalBinarySupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, const LogicalBinaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported) const override
bool	IsLogSoftmaxSupported (const TensorInfo &input, const TensorInfo &output, const LogSoftmaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
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 LstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMaximumSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMeanSupported (const TensorInfo &input, const TensorInfo &output, const MeanDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMergerSupported (const std::vector< const TensorInfo *> inputs, const TensorInfo &output, const MergerDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMinimumSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMultiplicationSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsNormalizationSupported (const TensorInfo &input, const TensorInfo &output, const NormalizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsOutputSupported (const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsPadSupported (const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsPermuteSupported (const TensorInfo &input, const TensorInfo &output, const PermuteDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsPooling2dSupported (const TensorInfo &input, const TensorInfo &output, const Pooling2dDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsPreluSupported (const TensorInfo &input, const TensorInfo &alpha, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsQLstmSupported (const TensorInfo &input, const TensorInfo &previousOutputIn, const TensorInfo &previousCellStateIn, const TensorInfo &outputStateOut, const TensorInfo &cellStateOut, const TensorInfo &output, const QLstmDescriptor &descriptor, const LstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsQuantizedLstmSupported (const TensorInfo &input, const TensorInfo &previousCellStateIn, const TensorInfo &previousOutputIn, const TensorInfo &cellStateOut, const TensorInfo &output, const QuantizedLstmInputParamsInfo &paramsInfo, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsQuantizeSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsReduceSupported (const TensorInfo &input, const TensorInfo &output, const ReduceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsReshapeSupported (const TensorInfo &input, const TensorInfo &output, const ReshapeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsResizeSupported (const TensorInfo &input, const TensorInfo &output, const ResizeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsResizeBilinearSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsRsqrtSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSliceSupported (const TensorInfo &input, const TensorInfo &output, const SliceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSoftmaxSupported (const TensorInfo &input, const TensorInfo &output, const SoftmaxDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSpaceToBatchNdSupported (const TensorInfo &input, const TensorInfo &output, const SpaceToBatchNdDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSpaceToDepthSupported (const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSplitterSupported (const TensorInfo &input, const ViewsDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSplitterSupported (const TensorInfo &input, const std::vector< std::reference_wrapper< TensorInfo >> &outputs, const ViewsDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsStackSupported (const std::vector< const TensorInfo *> &inputs, const TensorInfo &output, const StackDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsStridedSliceSupported (const TensorInfo &input, const TensorInfo &output, const StridedSliceDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSubtractionSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsTransposeConvolution2dSupported (const TensorInfo &input, const TensorInfo &output, const TransposeConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsTransposeSupported (const TensorInfo &input, const TensorInfo &output, const TransposeDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
Public Member Functions inherited from LayerSupportBase
bool	IsConvertBf16ToFp32Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsConvertFp32ToBf16Supported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDebugSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsDetectionPostProcessSupported (const TensorInfo &boxEncodings, const TensorInfo &scores, const TensorInfo &anchors, const TensorInfo &detectionBoxes, const TensorInfo &detectionClasses, const TensorInfo &detectionScores, const TensorInfo &numDetections, const DetectionPostProcessDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsEqualSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsFakeQuantizationSupported (const TensorInfo &input, const FakeQuantizationDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsGatherSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsLogicalUnarySupported (const TensorInfo &input, const TensorInfo &output, const ElementwiseUnaryDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMemCopySupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMemImportSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsMergeSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsPreCompiledSupported (const TensorInfo &input, const PreCompiledDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsRankSupported (const TensorInfo &input, const TensorInfo &output, Optional< std::string &> reasonIfUnsupported) const override
bool	IsStandInSupported (const std::vector< const TensorInfo *> &inputs, const std::vector< const TensorInfo *> &outputs, const StandInDescriptor &descriptor, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
bool	IsSwitchSupported (const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output0, const TensorInfo &output1, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override

Additional Inherited Members
Protected Member Functions inherited from ILayerSupport
	ILayerSupport ()
virtual	~ILayerSupport ()

Detailed Description

Definition at line 14 of file ClLayerSupport.hpp.

Constructor & Destructor Documentation

ClLayerSupport() [1/2]

ClLayerSupport ( const IBackendInternal::IBackendSpecificModelContextPtr &  modelContextPtr )

explicit

Definition at line 166 of file ClLayerSupport.cpp.

    : m_ModelContextPtr(modelContextPtr)
{
}

ClLayerSupport() [2/2]

ClLayerSupport

(

)

Definition at line 171 of file ClLayerSupport.cpp.

    : m_ModelContextPtr(nullptr)
{
}

~ClLayerSupport()

~ClLayerSupport ( )

inline

Definition at line 19 of file ClLayerSupport.hpp.

References ARMNN_DEPRECATED_MSG, ClLayerSupport::IsAbsSupported(), ClLayerSupport::IsActivationSupported(), ClLayerSupport::IsAdditionSupported(), ClLayerSupport::IsArgMinMaxSupported(), ClLayerSupport::IsBatchNormalizationSupported(), ClLayerSupport::IsBatchToSpaceNdSupported(), ClLayerSupport::IsCastSupported(), ClLayerSupport::IsComparisonSupported(), ClLayerSupport::IsConcatSupported(), ClLayerSupport::IsConstantSupported(), ClLayerSupport::IsConvertFp16ToFp32Supported(), ClLayerSupport::IsConvertFp32ToFp16Supported(), ClLayerSupport::IsConvolution2dSupported(), ClLayerSupport::IsDepthToSpaceSupported(), ClLayerSupport::IsDepthwiseConvolutionSupported(), ClLayerSupport::IsDequantizeSupported(), ClLayerSupport::IsDilatedDepthwiseConvolutionSupported(), ClLayerSupport::IsDivisionSupported(), ClLayerSupport::IsElementwiseUnarySupported(), ClLayerSupport::IsFillSupported(), ClLayerSupport::IsFloorSupported(), ClLayerSupport::IsFullyConnectedSupported(), ClLayerSupport::IsGatherSupported(), ClLayerSupport::IsGreaterSupported(), ClLayerSupport::IsInputSupported(), ClLayerSupport::IsInstanceNormalizationSupported(), ClLayerSupport::IsL2NormalizationSupported(), ClLayerSupport::IsLogicalBinarySupported(), ClLayerSupport::IsLogSoftmaxSupported(), ClLayerSupport::IsLstmSupported(), ClLayerSupport::IsMaximumSupported(), ClLayerSupport::IsMeanSupported(), ClLayerSupport::IsMergerSupported(), ClLayerSupport::IsMinimumSupported(), ClLayerSupport::IsMultiplicationSupported(), ClLayerSupport::IsNormalizationSupported(), ClLayerSupport::IsOutputSupported(), ClLayerSupport::IsPadSupported(), ClLayerSupport::IsPermuteSupported(), ClLayerSupport::IsPooling2dSupported(), ClLayerSupport::IsPreluSupported(), ClLayerSupport::IsQLstmSupported(), ClLayerSupport::IsQuantizedLstmSupported(), ClLayerSupport::IsQuantizeSupported(), ClLayerSupport::IsReduceSupported(), ClLayerSupport::IsReshapeSupported(), ClLayerSupport::IsResizeBilinearSupported(), ClLayerSupport::IsResizeSupported(), ClLayerSupport::IsRsqrtSupported(), ClLayerSupport::IsSliceSupported(), ClLayerSupport::IsSoftmaxSupported(), ClLayerSupport::IsSpaceToBatchNdSupported(), ClLayerSupport::IsSpaceToDepthSupported(), ClLayerSupport::IsSplitterSupported(), ClLayerSupport::IsStackSupported(), ClLayerSupport::IsStridedSliceSupported(), ClLayerSupport::IsSubtractionSupported(), ClLayerSupport::IsTransposeConvolution2dSupported(), and ClLayerSupport::IsTransposeSupported().

{}

Member Function Documentation

IsAbsSupported()

bool IsAbsSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 176 of file ClLayerSupport.cpp.

References armnn::Abs, and ClLayerSupport::IsElementwiseUnarySupported().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    ElementwiseUnaryDescriptor descriptor(UnaryOperation::Abs);
    return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
}

IsActivationSupported()

bool IsActivationSupported ( const TensorInfo &  input, const TensorInfo &  output, const ActivationDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 184 of file ClLayerSupport.cpp.

References armnn::ClActivationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClActivationWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsAdditionSupported()

bool IsAdditionSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 196 of file ClLayerSupport.cpp.

References armnn::ClAdditionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClAdditionValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   nullptr);
}

IsArgMinMaxSupported()

bool IsArgMinMaxSupported ( const TensorInfo &  input, const TensorInfo &  output, const ArgMinMaxDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 209 of file ClLayerSupport.cpp.

References armnn::ClArgMinMaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{

    FORWARD_WORKLOAD_VALIDATE_FUNC(ClArgMinMaxWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsBatchNormalizationSupported()

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

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 222 of file ClLayerSupport.cpp.

References armnn::ClBatchNormalizationValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClBatchNormalizationValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   mean,
                                   var,
                                   beta,
                                   gamma,
                                   descriptor,
                                   nullptr);
}

IsBatchToSpaceNdSupported()

bool IsBatchToSpaceNdSupported ( const TensorInfo &  input, const TensorInfo &  output, const BatchToSpaceNdDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 253 of file ClLayerSupport.cpp.

References armnn::ClBatchToSpaceNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClBatchToSpaceNdWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsCastSupported()

bool IsCastSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 243 of file ClLayerSupport.cpp.

References armnn::ClCastValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClCastValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsComparisonSupported()

bool IsComparisonSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  ouput, const ComparisonDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 265 of file ClLayerSupport.cpp.

References armnn::ClComparisonWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsGreaterSupported(), and ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClComparisonWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   descriptor);
}

IsConcatSupported()

bool IsConcatSupported ( const std::vector< const TensorInfo *>  inputs, const TensorInfo &  output, const ConcatDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 279 of file ClLayerSupport.cpp.

References armnn::ClConcatWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, OriginsDescriptor::GetConcatAxis(), OriginsDescriptor::GetNumDimensions(), TensorInfo::IsTypeSpaceMatch(), and armnn::SetValueChecked().

Referenced by ClLayerSupport::IsMergerSupported(), and ClLayerSupport::~ClLayerSupport().

{
    if (descriptor.GetNumDimensions() <= descriptor.GetConcatAxis())
    {
        SetValueChecked(reasonIfUnsupported, "Cl Concat: Concat axis > Number of dimensions.");
        return false;
    }

    unsigned int concatInnerAxis = (descriptor.GetNumDimensions() - descriptor.GetConcatAxis()) - 1;
    if(concatInnerAxis < 3) // Width, height, or channels
    {
        FORWARD_WORKLOAD_VALIDATE_FUNC(ClConcatWorkloadValidate,
                                       reasonIfUnsupported,
                                       inputs,
                                       output,
                                       descriptor);
    }
    else if (concatInnerAxis == 3)
    {
        // We rely on the sub-tensor optimization to handle the batch dimension for 4D tensors. If we can't use
        // sub-tensors for this then we can't support it. Here is where we check that the sub-tensors will work.
        for (auto& input : inputs)
        {
            if (input && !output.IsTypeSpaceMatch(*input)) // Cannot use sub-tensors if the types are not same space
            {
                SetValueChecked(reasonIfUnsupported, "Cl Concat: Types and quantization parameters must match.");
                return false;
            }
        }
        return true; // Sub-tensors support concat along batch
    }
    else // > 4 dimensions not supported.
    {
        SetValueChecked(reasonIfUnsupported, "Cl Concat: Maximum of 4 dimensions supported.");
        return false;
    }
}

IsConstantSupported()

bool IsConstantSupported ( const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 320 of file ClLayerSupport.cpp.

References armnn::ClConstantWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClConstantWorkloadValidate,
                                   reasonIfUnsupported,
                                   output);
}

IsConvertFp16ToFp32Supported()

bool IsConvertFp16ToFp32Supported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 328 of file ClLayerSupport.cpp.

References armnn::ClConvertFp16ToFp32WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClConvertFp16ToFp32WorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsConvertFp32ToFp16Supported()

bool IsConvertFp32ToFp16Supported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 338 of file ClLayerSupport.cpp.

References armnn::ClConvertFp32ToFp16WorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClConvertFp32ToFp16WorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsConvolution2dSupported()

bool IsConvolution2dSupported ( const TensorInfo &  input, const TensorInfo &  output, const Convolution2dDescriptor &  descriptor, const TensorInfo &  weights, const Optional< TensorInfo > &  biases, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 348 of file ClLayerSupport.cpp.

References armnn::ClConvolution2dWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, and ClBackendModelContext::IsFastMathEnabled().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    bool isFastMathEnabled = false;
#if defined(ARMCOMPUTECL_ENABLED)
    if (m_ModelContextPtr)
    {
        if (m_ModelContextPtr.get() != nullptr)
        {
            auto modelOptions = dynamic_cast<ClBackendModelContext*>(m_ModelContextPtr.get());
            if (modelOptions)
            {
                isFastMathEnabled = modelOptions->IsFastMathEnabled();
            }
        }
    }
#endif

    FORWARD_WORKLOAD_VALIDATE_FUNC(ClConvolution2dWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor,
                                   weights,
                                   biases,
                                   isFastMathEnabled,
                                   nullptr);
}

IsDepthToSpaceSupported()

bool IsDepthToSpaceSupported ( const TensorInfo &  input, const TensorInfo &  output, const DepthToSpaceDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 391 of file ClLayerSupport.cpp.

References armnn::ClDepthToSpaceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClDepthToSpaceWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsDepthwiseConvolutionSupported()

bool IsDepthwiseConvolutionSupported ( const TensorInfo &  input, const TensorInfo &  output, const DepthwiseConvolution2dDescriptor &  descriptor, const TensorInfo &  weights, const Optional< TensorInfo > &  biases, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 403 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClDepthwiseConvolutionWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor,
                                   weights,
                                   biases,
                                   nullptr);
}

IsDequantizeSupported()

bool IsDequantizeSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 381 of file ClLayerSupport.cpp.

References armnn::ClDequantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClDequantizeWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsDilatedDepthwiseConvolutionSupported()

bool IsDilatedDepthwiseConvolutionSupported ( const TensorInfo &  input, const TensorInfo &  output, const DepthwiseConvolution2dDescriptor &  descriptor, const TensorInfo &  weights, const Optional< TensorInfo > &  biases, Optional< std::string &>  reason = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 420 of file ClLayerSupport.cpp.

References armnn::ClDepthwiseConvolutionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClDepthwiseConvolutionWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor,
                                   weights,
                                   biases,
                                   nullptr);
}

IsDivisionSupported()

bool IsDivisionSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 438 of file ClLayerSupport.cpp.

References armnn::ClDivisionWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClDivisionWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   nullptr);
}

IsElementwiseUnarySupported()

bool IsElementwiseUnarySupported ( const TensorInfo &  input, const TensorInfo &  ouput, const ElementwiseUnaryDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 451 of file ClLayerSupport.cpp.

References armnn::Abs, armnn::ClAbsWorkloadValidate(), armnn::ClExpWorkloadValidate(), armnn::ClLogicalNotWorkloadValidate(), armnn::ClNegWorkloadValidate(), armnn::ClRsqrtWorkloadValidate(), armnn::Exp, FORWARD_WORKLOAD_VALIDATE_FUNC, armnn::LogicalNot, ElementwiseUnaryDescriptor::m_Operation, armnn::Neg, and armnn::Rsqrt.

Referenced by ClLayerSupport::IsAbsSupported(), ClLayerSupport::IsRsqrtSupported(), and ClLayerSupport::~ClLayerSupport().

{
    switch(descriptor.m_Operation)
    {
        case UnaryOperation::Abs:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClAbsWorkloadValidate,
                                           reasonIfUnsupported,
                                           input,
                                           output);
        case UnaryOperation::Exp:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClExpWorkloadValidate,
                                           reasonIfUnsupported,
                                           input,
                                           output);
        case UnaryOperation::Neg:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClNegWorkloadValidate,
                                           reasonIfUnsupported,
                                           input,
                                           output);
        case UnaryOperation::Rsqrt:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClRsqrtWorkloadValidate,
                                           reasonIfUnsupported,
                                           input,
                                           output);
        case UnaryOperation::LogicalNot:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClLogicalNotWorkloadValidate,
                                           reasonIfUnsupported,
                                           input,
                                           output);
        default:
            return false;
    }
}

IsFillSupported()

bool IsFillSupported ( const TensorInfo &  input, const TensorInfo &  output, const FillDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 488 of file ClLayerSupport.cpp.

References armnn::IgnoreUnused().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    armnn::IgnoreUnused(input);
    armnn::IgnoreUnused(output);
    armnn::IgnoreUnused(descriptor);

    return IsClBackendSupported(reasonIfUnsupported);
}

IsFloorSupported()

bool IsFloorSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 500 of file ClLayerSupport.cpp.

References armnn::ClFloorWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClFloorWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsFullyConnectedSupported()

bool IsFullyConnectedSupported ( const TensorInfo &  input, const TensorInfo &  output, const TensorInfo &  weights, const TensorInfo &  biases, const FullyConnectedDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 510 of file ClLayerSupport.cpp.

References armnn::ClFullyConnectedWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClFullyConnectedWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   weights,
                                   biases,
                                   descriptor,
                                   nullptr);
}

IsGatherSupported()

bool IsGatherSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, const GatherDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 527 of file ClLayerSupport.cpp.

References armnn::ClGatherWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClGatherWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   descriptor);
}

IsGreaterSupported()

bool IsGreaterSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  ouput, Optional< std::string &>  reasonIfUnsupported  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 541 of file ClLayerSupport.cpp.

References armnn::Greater, and ClLayerSupport::IsComparisonSupported().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    ComparisonDescriptor descriptor(ComparisonOperation::Greater);
    return IsComparisonSupported(input0, input1, output, descriptor, reasonIfUnsupported);
}

IsInputSupported()

bool IsInputSupported ( const TensorInfo &  input, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 550 of file ClLayerSupport.cpp.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    return IsClBackendSupported(reasonIfUnsupported, input);
}

IsInstanceNormalizationSupported()

bool IsInstanceNormalizationSupported ( const TensorInfo &  input, const TensorInfo &  output, const InstanceNormalizationDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 556 of file ClLayerSupport.cpp.

References armnn::ClInstanceNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClInstanceNormalizationWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsL2NormalizationSupported()

bool IsL2NormalizationSupported ( const TensorInfo &  input, const TensorInfo &  output, const L2NormalizationDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 568 of file ClLayerSupport.cpp.

References armnn::ClL2NormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClL2NormalizationWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsLogicalBinarySupported()

bool IsLogicalBinarySupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, const LogicalBinaryDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 580 of file ClLayerSupport.cpp.

References armnn::ClLogicalAndWorkloadValidate(), armnn::ClLogicalOrWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, armnn::IgnoreUnused(), armnn::LogicalAnd, armnn::LogicalOr, and LogicalBinaryDescriptor::m_Operation.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    IgnoreUnused(output);

    switch(descriptor.m_Operation)
    {
        case LogicalBinaryOperation::LogicalAnd:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClLogicalAndWorkloadValidate,
                                           reasonIfUnsupported,
                                           input0,
                                           input1,
                                           output);
        case LogicalBinaryOperation::LogicalOr:
            FORWARD_WORKLOAD_VALIDATE_FUNC(ClLogicalOrWorkloadValidate,
                                           reasonIfUnsupported,
                                           input0,
                                           input1,
                                           output);
        default:
            return false;
    }
}

IsLogSoftmaxSupported()

bool IsLogSoftmaxSupported ( const TensorInfo &  input, const TensorInfo &  output, const LogSoftmaxDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 608 of file ClLayerSupport.cpp.

References armnn::ClLogSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClLogSoftmaxWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsLstmSupported()

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 LstmInputParamsInfo &  paramsInfo, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 620 of file ClLayerSupport.cpp.

References armnn::ClLstmFloatWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClLstmFloatWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   outputStateIn,
                                   cellStateIn,
                                   scratchBuffer,
                                   outputStateOut,
                                   cellStateOut,
                                   output,
                                   descriptor,
                                   paramsInfo);
}

IsMaximumSupported()

bool IsMaximumSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 644 of file ClLayerSupport.cpp.

References armnn::ClMaximumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClMaximumWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output);
}

IsMeanSupported()

bool IsMeanSupported ( const TensorInfo &  input, const TensorInfo &  output, const MeanDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 656 of file ClLayerSupport.cpp.

References armnn::ClMeanValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClMeanValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsMergerSupported()

bool IsMergerSupported ( const std::vector< const TensorInfo *>  inputs, const TensorInfo &  output, const MergerDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 668 of file ClLayerSupport.cpp.

References ClLayerSupport::IsConcatSupported().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    return IsConcatSupported(inputs, output, descriptor, reasonIfUnsupported);
}

IsMinimumSupported()

bool IsMinimumSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 676 of file ClLayerSupport.cpp.

References armnn::ClMinimumWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClMinimumWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output);
}

IsMultiplicationSupported()

bool IsMultiplicationSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 688 of file ClLayerSupport.cpp.

References armnn::ClMultiplicationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClMultiplicationWorkloadValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   nullptr);
}

IsNormalizationSupported()

bool IsNormalizationSupported ( const TensorInfo &  input, const TensorInfo &  output, const NormalizationDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 701 of file ClLayerSupport.cpp.

References armnn::ClNormalizationWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClNormalizationWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsOutputSupported()

bool IsOutputSupported ( const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 709 of file ClLayerSupport.cpp.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    return IsClBackendSupported(reasonIfUnsupported, output);
}

IsPadSupported()

bool IsPadSupported ( const TensorInfo &  input, const TensorInfo &  output, const PadDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 715 of file ClLayerSupport.cpp.

References armnn::ClPadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClPadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsPermuteSupported()

bool IsPermuteSupported ( const TensorInfo &  input, const TensorInfo &  output, const PermuteDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 727 of file ClLayerSupport.cpp.

References armnn::ClPermuteWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClPermuteWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsPooling2dSupported()

bool IsPooling2dSupported ( const TensorInfo &  input, const TensorInfo &  output, const Pooling2dDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 735 of file ClLayerSupport.cpp.

References armnn::ClPooling2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClPooling2dWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsPreluSupported()

bool IsPreluSupported ( const TensorInfo &  input, const TensorInfo &  alpha, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 743 of file ClLayerSupport.cpp.

References armnn::ClPreluWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClPreluWorkloadValidate, reasonIfUnsupported, input, alpha, output);
}

IsQLstmSupported()

bool IsQLstmSupported ( const TensorInfo &  input, const TensorInfo &  previousOutputIn, const TensorInfo &  previousCellStateIn, const TensorInfo &  outputStateOut, const TensorInfo &  cellStateOut, const TensorInfo &  output, const QLstmDescriptor &  descriptor, const LstmInputParamsInfo &  paramsInfo, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 751 of file ClLayerSupport.cpp.

References armnn::ClQLstmWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, TensorInfo::GetDataType(), armnn::QAsymmS8, and armnn::QSymmS16.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    if (input.GetDataType()               == armnn::DataType::QAsymmS8 &&
        previousOutputIn.GetDataType()    == armnn::DataType::QAsymmS8 &&
        previousCellStateIn.GetDataType() == armnn::DataType::QSymmS16 &&
        outputStateOut.GetDataType()      == armnn::DataType::QAsymmS8 &&
        cellStateOut.GetDataType()        == armnn::DataType::QSymmS16 &&
        output.GetDataType()              == armnn::DataType::QAsymmS8)
    {
        FORWARD_WORKLOAD_VALIDATE_FUNC(ClQLstmWorkloadValidate,
                                       reasonIfUnsupported,
                                       input,
                                       previousCellStateIn,
                                       previousOutputIn,
                                       cellStateOut,
                                       outputStateOut,
                                       output,
                                       descriptor,
                                       paramsInfo);
    }
    else
    {
        return false;
    }
}

IsQuantizedLstmSupported()

bool IsQuantizedLstmSupported ( const TensorInfo &  input, const TensorInfo &  previousCellStateIn, const TensorInfo &  previousOutputIn, const TensorInfo &  cellStateOut, const TensorInfo &  output, const QuantizedLstmInputParamsInfo &  paramsInfo, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 785 of file ClLayerSupport.cpp.

References armnn::ClQuantizedLstmWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClQuantizedLstmWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   previousCellStateIn,
                                   previousOutputIn,
                                   cellStateOut,
                                   output,
                                   paramsInfo);
}

IsQuantizeSupported()

bool IsQuantizeSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 803 of file ClLayerSupport.cpp.

References armnn::ClQuantizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClQuantizeWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output);
}

IsReduceSupported()

bool IsReduceSupported ( const TensorInfo &  input, const TensorInfo &  output, const ReduceDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 813 of file ClLayerSupport.cpp.

References armnn::ClReduceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClReduceWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsReshapeSupported()

bool IsReshapeSupported ( const TensorInfo &  input, const TensorInfo &  output, const ReshapeDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 825 of file ClLayerSupport.cpp.

References armnn::ClReshapeWorkloadValidate(), FORWARD_WORKLOAD_VALIDATE_FUNC, and armnn::IgnoreUnused().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    IgnoreUnused(descriptor);
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClReshapeWorkloadValidate, reasonIfUnsupported, input, output);
}

IsResizeBilinearSupported()

bool IsResizeBilinearSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 842 of file ClLayerSupport.cpp.

References armnn::Bilinear, TensorInfo::GetShape(), ClLayerSupport::IsResizeSupported(), ResizeDescriptor::m_DataLayout, ResizeDescriptor::m_Method, ResizeDescriptor::m_TargetHeight, ResizeDescriptor::m_TargetWidth, and armnn::NCHW.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    ResizeDescriptor descriptor;
    descriptor.m_Method     = ResizeMethod::Bilinear;
    descriptor.m_DataLayout = DataLayout::NCHW;

    const TensorShape& outputShape = output.GetShape();
    descriptor.m_TargetHeight = outputShape[2];
    descriptor.m_TargetWidth  = outputShape[3];

    return IsResizeSupported(input, output, descriptor, reasonIfUnsupported);
}

IsResizeSupported()

bool IsResizeSupported ( const TensorInfo &  input, const TensorInfo &  output, const ResizeDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 834 of file ClLayerSupport.cpp.

References armnn::ClResizeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::IsResizeBilinearSupported(), and ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClResizeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsRsqrtSupported()

bool IsRsqrtSupported ( const TensorInfo &  input, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 857 of file ClLayerSupport.cpp.

References ClLayerSupport::IsElementwiseUnarySupported(), and armnn::Rsqrt.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    ElementwiseUnaryDescriptor descriptor(UnaryOperation::Rsqrt);
    return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported);
}

IsSliceSupported()

bool IsSliceSupported ( const TensorInfo &  input, const TensorInfo &  output, const SliceDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 865 of file ClLayerSupport.cpp.

References armnn::ClSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClSliceWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsSoftmaxSupported()

bool IsSoftmaxSupported ( const TensorInfo &  input, const TensorInfo &  output, const SoftmaxDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 873 of file ClLayerSupport.cpp.

References armnn::ClSoftmaxWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClSoftmaxWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

IsSpaceToBatchNdSupported()

bool IsSpaceToBatchNdSupported ( const TensorInfo &  input, const TensorInfo &  output, const SpaceToBatchNdDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 881 of file ClLayerSupport.cpp.

References armnn::ClSpaceToBatchNdWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClSpaceToBatchNdWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsSpaceToDepthSupported()

bool IsSpaceToDepthSupported ( const TensorInfo &  input, const TensorInfo &  output, const SpaceToDepthDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 893 of file ClLayerSupport.cpp.

References armnn::ClSpaceToDepthWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClSpaceToDepthWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsSplitterSupported() [1/2]

bool IsSplitterSupported ( const TensorInfo &  input, const ViewsDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 905 of file ClLayerSupport.cpp.

References TensorInfo::GetDataType(), and armnn::IgnoreUnused().

Referenced by ClLayerSupport::~ClLayerSupport().

{
    IgnoreUnused(descriptor);
    return IsSupportedForDataTypeCl(reasonIfUnsupported,
                                    input.GetDataType(),
                                    &TrueFunc<>,
                                    &TrueFunc<>);
}

IsSplitterSupported() [2/2]

bool IsSplitterSupported ( const TensorInfo &  input, const std::vector< std::reference_wrapper< TensorInfo >> &  outputs, const ViewsDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 916 of file ClLayerSupport.cpp.

References armnn::ClSplitterWorkloadValidate(), armnn::ComputeSplitAxis(), FORWARD_WORKLOAD_VALIDATE_FUNC, ViewsDescriptor::GetNumDimensions(), TensorInfo::GetShape(), armnn::IgnoreUnused(), TensorInfo::IsTypeSpaceMatch(), and armnn::SetValueChecked().

{
#if defined(ARMCOMPUTECL_ENABLED)
    // Split along the last dimension, cannot use sub-tensors
    // as width and height of the sub-tensors do not match
    // the width and height of the parent tensor
    // in case of input with more than 2D.
    std::set<unsigned int> splitAxis = ComputeSplitAxis(descriptor, input.GetShape());
    if (descriptor.GetNumDimensions() > 2 && splitAxis.size() == 1 &&
        *splitAxis.begin() == descriptor.GetNumDimensions() - 1 )
    {
        FORWARD_WORKLOAD_VALIDATE_FUNC(ClSplitterWorkloadValidate,
                                       reasonIfUnsupported,
                                       input,
                                       outputs,
                                       *splitAxis.begin());
    }
#endif
    IgnoreUnused(descriptor);
    for (auto output : outputs)
    {
        if (!input.IsTypeSpaceMatch(output)) // Cannot use sub-tensors if the types are not same space
        {
            SetValueChecked(reasonIfUnsupported, "Cl Splitter: Types and quantization parameters must match.");
            return false;
        }
    }
    return true;
}

IsStackSupported()

bool IsStackSupported ( const std::vector< const TensorInfo *> &  inputs, const TensorInfo &  output, const StackDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 949 of file ClLayerSupport.cpp.

References armnn::ClStackWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClStackWorkloadValidate,
                                   reasonIfUnsupported,
                                   inputs,
                                   output,
                                   descriptor);
}

IsStridedSliceSupported()

bool IsStridedSliceSupported ( const TensorInfo &  input, const TensorInfo &  output, const StridedSliceDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 961 of file ClLayerSupport.cpp.

References armnn::ClStridedSliceWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClStridedSliceWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor);
}

IsSubtractionSupported()

bool IsSubtractionSupported ( const TensorInfo &  input0, const TensorInfo &  input1, const TensorInfo &  output, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 973 of file ClLayerSupport.cpp.

References armnn::ClSubtractionValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClSubtractionValidate,
                                   reasonIfUnsupported,
                                   input0,
                                   input1,
                                   output,
                                   nullptr);
}

IsTransposeConvolution2dSupported()

bool IsTransposeConvolution2dSupported ( const TensorInfo &  input, const TensorInfo &  output, const TransposeConvolution2dDescriptor &  descriptor, const TensorInfo &  weights, const Optional< TensorInfo > &  biases, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 986 of file ClLayerSupport.cpp.

References armnn::ClTransposeConvolution2dWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClTransposeConvolution2dWorkloadValidate,
                                   reasonIfUnsupported,
                                   input,
                                   output,
                                   descriptor,
                                   weights,
                                   biases);
}

IsTransposeSupported()

bool IsTransposeSupported ( const TensorInfo &  input, const TensorInfo &  output, const TransposeDescriptor &  descriptor, Optional< std::string &>  reasonIfUnsupported = EmptyOptional()  ) const

overridevirtual

Reimplemented from LayerSupportBase.

Definition at line 1002 of file ClLayerSupport.cpp.

References armnn::ClTransposeWorkloadValidate(), and FORWARD_WORKLOAD_VALIDATE_FUNC.

Referenced by ClLayerSupport::~ClLayerSupport().

{
    FORWARD_WORKLOAD_VALIDATE_FUNC(ClTransposeWorkloadValidate, reasonIfUnsupported, input, output, descriptor);
}

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The documentation for this class was generated from the following files:

• src/backends/cl/ClLayerSupport.hpp
• src/backends/cl/ClLayerSupport.cpp