ArmNN
 22.08
ShapeLayer.cpp
Go to the documentation of this file.
1 //
2 // Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "ShapeLayer.hpp"
7 
8 #include "LayerCloneBase.hpp"
9 
10 #include <armnn/TypesUtils.hpp>
12 
15 
16 namespace armnn
17 {
18 
19 ShapeLayer::ShapeLayer(const char* name)
20  : Layer(1, 1, LayerType::Shape, name)
21 {
22 }
23 
24 std::unique_ptr<IWorkload> ShapeLayer::CreateWorkload(const IWorkloadFactory& factory) const
25 {
26  ShapeQueueDescriptor descriptor;
27  SetAdditionalInfo(descriptor);
28 
29  return factory.CreateWorkload(LayerType::Shape, descriptor, PrepInfoAndDesc(descriptor));
30 }
31 
33 {
34  return CloneBase<ShapeLayer>(graph, GetName());
35 }
36 
38 {
40 
41  const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
42 
44 
45  auto inferredShape = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
46 
47  ARMNN_ASSERT(inferredShape.size() == 1);
48 
49  ValidateAndCopyShape(outputShape, inferredShape[0], m_ShapeInferenceMethod, "ShapeLayer");
50 }
51 
52 std::vector<TensorShape> ShapeLayer::InferOutputShapes(const std::vector<TensorShape>& inputShapes) const
53 {
54  IgnoreUnused(inputShapes);
55  ARMNN_ASSERT(inputShapes.size() == 1);
56 
57  TensorShape outputShape({ inputShapes[0].GetNumDimensions()} );
58 
59  return std::vector<TensorShape>({ outputShape });
60 }
61 
62 
64 {
65  strategy.ExecuteStrategy(this, BaseDescriptor(), {}, GetName());
66 }
67 
68 } // namespace armnn
const TensorShape & GetShape() const
Definition: Tensor.hpp:191
ShapeLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
Definition: ShapeLayer.cpp:32
void VerifyShapeInferenceType(const TensorShape &outputShape, ShapeInferenceMethod shapeInferenceMethod)
Definition: Layer.cpp:491
Copyright (c) 2021 ARM Limited and Contributors.
void IgnoreUnused(Ts &&...)
const IOutputSlot * GetConnection() const override
Definition: Layer.hpp:206
void ValidateAndCopyShape(const TensorShape &outputShape, const TensorShape &inferredShape, const ShapeInferenceMethod shapeInferenceMethod, const std::string &layerName, const unsigned int outputSlotIndex=0)
Definition: Layer.cpp:422
Base class for all descriptors.
Definition: Descriptors.hpp:22
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.
Definition: ShapeLayer.cpp:52
void VerifyLayerConnections(unsigned int expectedConnections, const CheckLocation &location) const
Definition: Layer.cpp:378
const InputSlot & GetInputSlot(unsigned int index) const override
Get a const input slot handle by slot index.
Definition: Layer.hpp:324
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
Helper function to reduce duplication in *LayerCreateWorkload.
Definition: Layer.hpp:396
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the Shape type.
Definition: ShapeLayer.cpp:24
#define ARMNN_ASSERT(COND)
Definition: Assert.hpp:14
virtual void ExecuteStrategy(const IConnectableLayer *layer, const armnn::BaseDescriptor &descriptor, const std::vector< armnn::ConstTensor > &constants, const char *name, const armnn::LayerBindingId id=0)=0
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
void SetAdditionalInfo(QueueDescriptor &descriptor) const
Definition: Layer.cpp:274
void ExecuteStrategy(IStrategy &strategy) const override
Apply a visitor to this layer.
Definition: ShapeLayer.cpp:63
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of ShapeLayer.
Definition: ShapeLayer.cpp:37
const OutputSlot & GetOutputSlot(unsigned int index=0) const override
Get the const output slot handle by slot index.
Definition: Layer.hpp:326
virtual const TensorInfo & GetTensorInfo() const =0
const char * GetName() const override
Returns the name of the layer.
Definition: Layer.hpp:319
ShapeLayer(const char *name)
Constructor to create a ShapeLayer.
Definition: ShapeLayer.cpp:19
virtual std::unique_ptr< IWorkload > CreateWorkload(LayerType type, const QueueDescriptor &descriptor, const WorkloadInfo &info) const
const TensorInfo & GetTensorInfo() const override
Definition: Layer.cpp:92
ShapeInferenceMethod m_ShapeInferenceMethod
Definition: Layer.hpp:423
LayerType
When adding a new layer, adapt also the LastLayer enum value in the enum class LayerType below...
Definition: Types.hpp:468