ArmNN
 24.08
Convolution3dLayer.hpp
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1 //
2 // Copyright © 2021 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 class ScopedTensorHandle;
14 
15 /// This layer represents a convolution 3d operation.
16 class Convolution3dLayer : public LayerWithParameters<Convolution3dDescriptor>
17 {
18 public:
19  /// Makes a workload for the Convolution3d type.
20  /// @param [in] graph The graph where this layer can be found.
21  /// @param [in] factory The workload factory which will create the workload.
22  /// @return A pointer to the created workload, or nullptr if not created.
23  virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
24 
25  /// Creates a dynamically-allocated copy of this layer.
26  /// @param [in] graph The graph into which this layer is being cloned.
27  Convolution3dLayer* Clone(Graph& graph) const override;
28 
29  /// Check if the input tensor shape(s)
30  /// will lead to a valid configuration of @ref Convolution3dLayer.
31  /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
32  void ValidateTensorShapesFromInputs() override;
33 
34  /// By default returns inputShapes if the number of inputs are equal to number of outputs,
35  /// otherwise infers the output shapes from given input shapes and layer properties.
36  /// @param [in] inputShapes The input shapes layer has.
37  /// @return A vector to the inferred output shape.
38  std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override;
39 
40  void ExecuteStrategy(IStrategy& strategy) const override;
41 
43 
44 protected:
45  /// Constructor to create a Convolution3dLayer.
46  /// @param [in] param Convolution3dDescriptor to configure the convolution3d operation.
47  /// @param [in] name Optional name for the layer.
48  Convolution3dLayer(const Convolution3dDescriptor& param, const char* name);
49 
50  /// Default destructor
51  ~Convolution3dLayer() = default;
52 };
53 
54 } // namespace
armnn::Convolution3dLayer::InferOutputShapes
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,...
Definition: Convolution3dLayer.cpp:62
armnn::Convolution3dLayer::~Convolution3dLayer
~Convolution3dLayer()=default
Default destructor.
armnn::IStrategy
Definition: IStrategy.hpp:16
armnn::LayerWithParameters
Definition: LayerWithParameters.hpp:14
armnn::Convolution3dLayer::CreateWorkload
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the Convolution3d type.
Definition: Convolution3dLayer.cpp:48
armnn::Convolution3dLayer::Clone
Convolution3dLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
Definition: Convolution3dLayer.cpp:56
armnn::Convolution3dLayer::SerializeLayerParameters
void SerializeLayerParameters(ParameterStringifyFunction &fn) const override
Helper to serialize the layer parameters to string.
Definition: Convolution3dLayer.cpp:23
armnn::IWorkloadFactory
Definition: WorkloadFactory.hpp:22
armnn::ParameterStringifyFunction
std::function< void(const std::string &name, const std::string &value)> ParameterStringifyFunction
Definition: SerializeLayerParameters.hpp:14
armnn::Convolution3dDescriptor
A Convolution3dDescriptor for the Convolution3dLayer.
Definition: Descriptors.hpp:588
LayerWithParameters.hpp
armnn::Convolution3dLayer
This layer represents a convolution 3d operation.
Definition: Convolution3dLayer.hpp:16
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
armnn::Convolution3dLayer::ValidateTensorShapesFromInputs
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of Convolution3dLayer.
Definition: Convolution3dLayer.cpp:126
armnn::Convolution3dLayer::ExecuteStrategy
void ExecuteStrategy(IStrategy &strategy) const override
Apply a visitor to this layer.
Definition: Convolution3dLayer.cpp:153
armnn::Convolution3dLayer::Convolution3dLayer
Convolution3dLayer(const Convolution3dDescriptor &param, const char *name)
Constructor to create a Convolution3dLayer.
Definition: Convolution3dLayer.cpp:18
armnn::Graph
Definition: Graph.hpp:30