geopm::NNFactoryImp Class Reference

#include <NNFactoryImp.hpp>

Inheritance diagram for geopm::NNFactoryImp:

Collaboration diagram for geopm::NNFactoryImp:

Public Member Functions
	NNFactoryImp ()=default
virtual	~NNFactoryImp ()=default
std::shared_ptr< LocalNeuralNet >	createLocalNeuralNet (const std::vector< std::shared_ptr< DenseLayer > > &layers) const override
	Create a LocalNeuralNet. More...
std::shared_ptr< DenseLayer >	createDenseLayer (const TensorTwoD &weights, const TensorOneD &biases) const override
	Create a Dense Layer. More...
TensorTwoD	createTensorTwoD (const std::vector< std::vector< double > > &vals) const override
	Create a TensorTwoD object. More...
TensorOneD	createTensorOneD (const std::vector< double > &vals) const override
	Create a TensorOneD object. More...
Public Member Functions inherited from geopm::NNFactory
virtual	~NNFactory ()=default

Additional Inherited Members
Static Public Member Functions inherited from geopm::NNFactory
static std::unique_ptr< NNFactory >	make_unique ()
	Returns a unique pointer to a concrete object constructed using the underlying implementation. More...
static std::shared_ptr< NNFactory >	make_shared ()
	Returns a shared pointer to a concrete object constructed using the underlying implementation. More...

Constructor & Destructor Documentation

NNFactoryImp()

geopm::NNFactoryImp::NNFactoryImp ( )

default

~NNFactoryImp()

virtual geopm::NNFactoryImp::~NNFactoryImp ( )

virtualdefault

Member Function Documentation

createDenseLayer()

std::shared_ptr< DenseLayer > geopm::NNFactoryImp::createDenseLayer ( const TensorTwoD &  weights, const TensorOneD &  biases  ) const

overridevirtual

Create a Dense Layer.

Parameters

[in]	weights	TensorTwoD instance (matrix)
[in]	biases	TensorOneD instance (vector)

Returns

Returns a shared pointer to the DenseLayer instance

Implements geopm::NNFactory.

createLocalNeuralNet()

std::shared_ptr< LocalNeuralNet > geopm::NNFactoryImp::createLocalNeuralNet ( const std::vector< std::shared_ptr< DenseLayer > > &  layers ) const

overridevirtual

Create a LocalNeuralNet.

Parameters

[in]

layers

A shared pointer to a vector of DenseLayers

Returns

Returns a shared pointer to a LocalNeuralNet instance

Implements geopm::NNFactory.

createTensorOneD()

TensorOneD geopm::NNFactoryImp::createTensorOneD ( const std::vector< double > &  vals ) const

overridevirtual

Create a TensorOneD object.

Parameters

[in]

vals

Vector of doubles to fill TensorOneD object

Returns

Returns a TensorOneD instance

Implements geopm::NNFactory.

createTensorTwoD()

TensorTwoD geopm::NNFactoryImp::createTensorTwoD ( const std::vector< std::vector< double > > &  vals ) const

overridevirtual

Create a TensorTwoD object.

Parameters

[in]

vals

Matrix doubles to fill TensorTwoD object

Returns

Returns a TensorTwoD instance

Implements geopm::NNFactory.

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The documentation for this class was generated from the following files:

• NNFactoryImp.hpp
• NNFactory.cpp