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Diffstat (limited to 'src/armnn/layers/BatchNormalizationLayer.hpp')
-rw-r--r-- | src/armnn/layers/BatchNormalizationLayer.hpp | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/src/armnn/layers/BatchNormalizationLayer.hpp b/src/armnn/layers/BatchNormalizationLayer.hpp index 9ed15bebbf..02d8456a67 100644 --- a/src/armnn/layers/BatchNormalizationLayer.hpp +++ b/src/armnn/layers/BatchNormalizationLayer.hpp @@ -11,25 +11,45 @@ namespace armnn class ScopedCpuTensorHandle; +/// This layer represents a batch normalization operation. class BatchNormalizationLayer : public LayerWithParameters<BatchNormalizationDescriptor> { public: + /// A unique pointer to store Mean values std::unique_ptr<ScopedCpuTensorHandle> m_Mean; + /// A unique pointer to store Variance values std::unique_ptr<ScopedCpuTensorHandle> m_Variance; + /// A unique pointer to store Beta values std::unique_ptr<ScopedCpuTensorHandle> m_Beta; + /// A unique pointer to store Gamma values std::unique_ptr<ScopedCpuTensorHandle> m_Gamma; + /// Makes a workload for the BatchNormalization type. + /// @param [in] graph The graph where this layer can be found. + /// @param [in] factory The workload factory which will create the workload. + /// @return A pointer to the created workload, or nullptr if not created. virtual std::unique_ptr<IWorkload> CreateWorkload(const Graph& graph, const IWorkloadFactory& factory) const override; + /// Creates a dynamically-allocated copy of this layer. + /// @param [in] graph The graph into which this layer is being cloned. BatchNormalizationLayer* Clone(Graph& graph) const override; + /// Check if the input tensor shape(s) + /// will lead to a valid configuration of @ref BatchNormalizationLayer. void ValidateTensorShapesFromInputs() override; protected: + /// Constructor to create a BatchNormalizationLayer. + /// @param [in] param BatchNormalizationDescriptor to configure the batch normalization operation. + /// @param [in] name Optional name for the layer. BatchNormalizationLayer(const BatchNormalizationDescriptor& param, const char* name); + + /// Default destructor ~BatchNormalizationLayer() = default; + /// Retrieve the handles to the constant values stored by the layer. + /// @return A vector of the constant tensors stored by this layer. ConstantTensors GetConstantTensorsByRef() override; }; |