ArmNN
 21.02
SpaceToBatchNdLayer.hpp
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1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
9 
10 namespace armnn
11 {
12 
13 /// This layer represents a SpaceToBatchNd operation.
14 class SpaceToBatchNdLayer : public LayerWithParameters<SpaceToBatchNdDescriptor>
15 {
16 public:
17  /// Makes a workload for the SpaceToBatchNd type.
18  /// @param [in] graph The graph where this layer can be found.
19  /// @param [in] factory The workload factory which will create the workload.
20  /// @return A pointer to the created workload, or nullptr if not created.
21  virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
22 
23  /// Creates a dynamically-allocated copy of this layer.
24  /// @param [in] graph The graph into which this layer is being cloned.
25  SpaceToBatchNdLayer* Clone(Graph& graph) const override;
26 
27  /// By default returns inputShapes if the number of inputs are equal to number of outputs,
28  /// otherwise infers the output shapes from given input shapes and layer properties.
29  /// @param [in] inputShapes The input shapes layer has.
30  /// @return A vector to the inferred output shape.
31  std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override;
32 
33  /// Check if the input tensor shape(s)
34  /// will lead to a valid configuration of @ref SpaceToBatchNdLayer.
35  /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
36  void ValidateTensorShapesFromInputs() override;
37 
38  void Accept(ILayerVisitor& visitor) const override;
39 
40 protected:
41  /// Constructor to create a SpaceToBatchNdLayer.
42  /// @param [in] param SpaceToBatchNdDescriptor to configure the SpaceToBatchNdLayer operation.
43  /// @param [in] name Optional name for the layer.
44  SpaceToBatchNdLayer(const SpaceToBatchNdDescriptor param, const char* name);
45 
46  /// Default destructor
47  ~SpaceToBatchNdLayer() = default;
48 };
49 
50 } // namespace
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
By default returns inputShapes if the number of inputs are equal to number of outputs, otherwise infers the output shapes from given input shapes and layer properties.
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of SpaceToBatchNdLayer.
Copyright (c) 2021 ARM Limited and Contributors.
This layer represents a SpaceToBatchNd operation.
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the SpaceToBatchNd type.
~SpaceToBatchNdLayer()=default
Default destructor.
SpaceToBatchNdLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
A SpaceToBatchNdDescriptor for the SpaceToBatchNdLayer.
SpaceToBatchNdLayer(const SpaceToBatchNdDescriptor param, const char *name)
Constructor to create a SpaceToBatchNdLayer.
void Accept(ILayerVisitor &visitor) const override
Apply a visitor to this layer.