ArmNN
 25.11
Loading...
Searching...
No Matches
ActivationLayer.cpp
Go to the documentation of this file.
1//
2// Copyright © 2017-2024 Arm Ltd and Contributors. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5#include "ActivationLayer.hpp"
6#include "LayerCloneBase.hpp"
7
11
12namespace armnn
13{
14
16 : LayerWithParameters(1, 1, LayerType::Activation, param, name)
17{
18}
19
20std::unique_ptr<IWorkload> ActivationLayer::CreateWorkload(const IWorkloadFactory& factory) const
21{
23 SetAdditionalInfo(descriptor);
24
25 return factory.CreateWorkload(LayerType::Activation, descriptor, PrepInfoAndDesc(descriptor));
26}
27
32
34{
36
37 const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
38
40
41 auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetTensorInfo().GetShape() });
42
43 if (inferredShapes.size() != 1)
44 {
45 throw armnn::LayerValidationException("inferredShapes has "
46 + std::to_string(inferredShapes.size()) +
47 " elements - should only have 1.");
48 }
49
50 ValidateAndCopyShape(outputShape, inferredShapes[0], m_ShapeInferenceMethod, "ActivationLayer");
51}
52
54{
55 strategy.ExecuteStrategy(this, GetParameters(), {}, GetName());
56}
57
58} // namespace armnn
#define CHECK_LOCATION()
void ExecuteStrategy(IStrategy &strategy) const override
Apply a visitor to this layer.
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of ActivationLayer.
ActivationLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
ActivationLayer(const ActivationDescriptor &param, const char *name)
Constructor to create an ActivationLayer.
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the Activation type.
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
virtual std::unique_ptr< IWorkload > CreateWorkload(LayerType type, const QueueDescriptor &descriptor, const WorkloadInfo &info) const =0
Backends should implement their own CreateWorkload function with a switch statement.
const TensorInfo & GetTensorInfo() const override
Gets the TensorInfo for this InputSlot.
Definition Layer.cpp:614
void VerifyLayerConnections(unsigned int expectedConnections, const CheckLocation &location) const
Definition Layer.cpp:410
const InputSlot & GetInputSlot(unsigned int index) const override
Get a const input slot handle by slot index.
Definition Layer.hpp:337
void VerifyShapeInferenceType(const TensorShape &outputShape, ShapeInferenceMethod shapeInferenceMethod)
Definition Layer.cpp:526
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
Infer the shape of the output(s) based on the provided input shape(s)
Definition Layer.cpp:432
const OutputSlot & GetOutputSlot(unsigned int index=0) const override
Get the const output slot handle by slot index.
Definition Layer.hpp:339
LayerType * CloneBase(Graph &graph, Params &&... params) const
const char * GetName() const override
Returns the name of the layer.
Definition Layer.hpp:332
void ValidateAndCopyShape(const TensorShape &outputShape, const TensorShape &inferredShape, const ShapeInferenceMethod shapeInferenceMethod, const std::string &layerName, const unsigned int outputSlotIndex=0)
Definition Layer.cpp:457
void SetAdditionalInfo(QueueDescriptor &descriptor) const
Definition Layer.cpp:303
ShapeInferenceMethod m_ShapeInferenceMethod
Definition Layer.hpp:441
LayerWithParameters(unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, const ActivationDescriptor &param, const char *name)
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
const ActivationDescriptor & GetParameters() const override
const TensorInfo & GetTensorInfo() const override
Definition Layer.cpp:100
const TensorShape & GetShape() const
Definition Tensor.hpp:193
Copyright (c) 2021 ARM Limited and Contributors.
LayerType
When adding a new layer, adapt also the LastLayer enum value in the enum class LayerType below.
Definition Types.hpp:494
float Activation(float in, ActivationFunction function, float a, float b)
An ActivationDescriptor for the ActivationLayer.