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| author | josh minor <josh.minor@arm.com> | 2020-01-06 16:40:46 -0600 |
|---|---|---|
| committer | Derek Lamberti <derek.lamberti@arm.com> | 2020-01-23 14:29:14 +0000 |
| commit | 4a3c61091037e7e86e8b03bb060d8c1ab82731a9 (patch) | |
| tree | 928644023400ad5ac0c26b33dfff2f975567d6e8 /src/backends/neon/NeonLayerSupport.cpp | |
| parent | 190a39a4a9598e42b636ae4ab843761884148160 (diff) | |
| download | armnn-4a3c61091037e7e86e8b03bb060d8c1ab82731a9.tar.gz | |
IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayer
* Added new layer named ElementwiseUnary
* Deprecated existing Abs/Rsqrt layer functions
* Updated existing Abs/Rsqrt test infrastructure to use new layer
* Added boilerplate for new Exp,Neg,Sqrt elemwise op layers
* AbsQuantize test removed pending future commit
* Serialization support added
!android-nn-driver:2550
Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f
Signed-off-by: josh minor <josh.minor@arm.com>
Diffstat (limited to 'src/backends/neon/NeonLayerSupport.cpp')
| -rw-r--r-- | src/backends/neon/NeonLayerSupport.cpp | 32 |
1 files changed, 27 insertions, 5 deletions
diff --git a/src/backends/neon/NeonLayerSupport.cpp b/src/backends/neon/NeonLayerSupport.cpp index a73837b884..fe9bffbee9 100644 --- a/src/backends/neon/NeonLayerSupport.cpp +++ b/src/backends/neon/NeonLayerSupport.cpp @@ -129,10 +129,8 @@ bool NeonLayerSupport::IsAbsSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported) const { - FORWARD_WORKLOAD_VALIDATE_FUNC(NeonAbsWorkloadValidate, - reasonIfUnsupported, - input, - output); + ElementwiseUnaryDescriptor descriptor(UnaryOperation::Abs); + return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported); } bool NeonLayerSupport::IsActivationSupported(const TensorInfo& input, @@ -386,6 +384,29 @@ bool NeonLayerSupport::IsDilatedDepthwiseConvolutionSupported(const TensorInfo& biases); } +bool NeonLayerSupport::IsElementwiseUnarySupported(const TensorInfo& input, + const TensorInfo& output, + const ElementwiseUnaryDescriptor& descriptor, + Optional<std::string&> reasonIfUnsupported) const +{ + if (descriptor.m_Operation == UnaryOperation::Abs) + { + FORWARD_WORKLOAD_VALIDATE_FUNC(NeonAbsWorkloadValidate, + reasonIfUnsupported, + input, + output); + } + else if (descriptor.m_Operation == UnaryOperation::Rsqrt) + { + FORWARD_WORKLOAD_VALIDATE_FUNC(NeonRsqrtWorkloadValidate, + reasonIfUnsupported, + input, + output); + } + + return false; +} + bool NeonLayerSupport::IsFloorSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported) const @@ -656,7 +677,8 @@ bool NeonLayerSupport::IsRsqrtSupported(const TensorInfo& input, const TensorInfo& output, Optional<std::string&> reasonIfUnsupported) const { - FORWARD_WORKLOAD_VALIDATE_FUNC(NeonRsqrtWorkloadValidate, reasonIfUnsupported, input, output); + ElementwiseUnaryDescriptor descriptor(UnaryOperation::Rsqrt); + return IsElementwiseUnarySupported(input, output, descriptor, reasonIfUnsupported); } bool NeonLayerSupport::IsSliceSupported(const TensorInfo& input, |