diff options
Diffstat (limited to 'src/armnn/backends/RefLayerSupport.cpp')
| -rw-r--r-- | src/armnn/backends/RefLayerSupport.cpp | 99 |
1 files changed, 98 insertions, 1 deletions
diff --git a/src/armnn/backends/RefLayerSupport.cpp b/src/armnn/backends/RefLayerSupport.cpp index 0b94656ded..ca4fca6f31 100644 --- a/src/armnn/backends/RefLayerSupport.cpp +++ b/src/armnn/backends/RefLayerSupport.cpp @@ -10,7 +10,6 @@ #include <armnn/Tensor.hpp> #include <boost/core/ignore_unused.hpp> - #include "InternalTypes.hpp" using namespace boost; @@ -27,15 +26,18 @@ bool IsSupportedForDataTypeRef(std::string* reasonIfUnsupported, { 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(), @@ -57,6 +59,11 @@ bool IsAdditionSupportedRef(const TensorInfo& input0, } 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) { @@ -94,12 +101,16 @@ bool IsConvolution2dSupportedRef(const TensorInfo& input, } 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<>, @@ -107,10 +118,16 @@ bool IsDepthwiseConvolutionSupportedRef(const TensorInfo& input, } 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<>, @@ -127,8 +144,10 @@ bool IsInputSupportedRef(const TensorInfo& input, } bool IsL2NormalizationSupportedRef(const TensorInfo& input, + const TensorInfo& output, std::string* reasonIfUnsupported) { + ignore_unused(output); return IsSupportedForDataTypeRef(reasonIfUnsupported, input.GetDataType(), &TrueFunc<>, @@ -148,9 +167,11 @@ bool IsMergerSupportedRef(const std::vector<const TensorInfo*> inputs, 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<>, @@ -212,9 +233,11 @@ bool IsResizeBilinearSupportedRef(const TensorInfo& input, } 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(), @@ -264,4 +287,78 @@ bool IsFloorSupportedRef(const TensorInfo& input, &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<>)); +} + } |