ArmNN
 25.11
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SoftmaxLayer.cpp
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1//
2// Copyright © 2017-2024 Arm Ltd and Contributors. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5#include "SoftmaxLayer.hpp"
6
7#include "LayerCloneBase.hpp"
8
12
13namespace armnn
14{
15
16SoftmaxLayer::SoftmaxLayer(const SoftmaxDescriptor &param, const char* name)
17 : LayerWithParameters(1, 1, LayerType::Softmax, param, name)
18{
19}
20
21std::unique_ptr<IWorkload> SoftmaxLayer::CreateWorkload(const IWorkloadFactory& factory) const
22{
23 SoftmaxQueueDescriptor descriptor;
24 SetAdditionalInfo(descriptor);
25
26 return factory.CreateWorkload(LayerType::Softmax, descriptor, PrepInfoAndDesc(descriptor));
27}
28
30{
31 return CloneBase<SoftmaxLayer>(graph, m_Param, GetName());
32}
33
35{
37
38 const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
39
41
42 auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetTensorInfo().GetShape() });
43
44 if (inferredShapes.size() != 1)
45 {
46 throw armnn::LayerValidationException("inferredShapes has "
47 + std::to_string(inferredShapes.size()) +
48 " elements - should only have 1.");
49 }
50
51 ValidateAndCopyShape(outputShape, inferredShapes[0], m_ShapeInferenceMethod, "SoftmaxLayer");
52}
53
55{
56 strategy.ExecuteStrategy(this, GetParameters(), {}, GetName());
57}
58
59} // namespace armnn
#define CHECK_LOCATION()
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 SoftmaxDescriptor &param, const char *name)
WorkloadInfo PrepInfoAndDesc(QueueDescriptor &descriptor) const
const SoftmaxDescriptor & GetParameters() const override
const TensorInfo & GetTensorInfo() const override
Definition Layer.cpp:100
SoftmaxLayer(const SoftmaxDescriptor &param, const char *name)
Constructor to create a SoftmaxLayer.
SoftmaxLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
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 SoftmaxLayer.
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the Softmax type.
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
void Softmax(Decoder< float > &in, Encoder< float > &out, const TensorInfo &inputTensorInfo, float beta, int axis)
Computes the softmax function on some inputs, into outputs, with a shape given by tensorInfo.
Definition Softmax.cpp:17
A SoftmaxDescriptor for the SoftmaxLayer.