class ConnectedMachine

Easy connections between several GradientMachine.

Inheritance:

Public Methods

ConnectedMachine()

void addFCL(GradientMachine* machine)

Add a Full Connected Layer.

void addMachine(GradientMachine* machine)

Add a machine on the current layer

void connectOn(GradientMachine* machine)

Connect the last added machine on machine.

void addLayer()

Add a layer (you don't have to call that for the first layer)

void build()

Contruct the machine.

Inherited from GradientMachine:

Public Fields

int n_inputs

int n_outputs

Parameters* params

Parameters* der_params

Sequence* beta

Public Methods

virtual void iterInitialize()

virtual void forward(Sequence* inputs)

virtual void backward(Sequence* inputs, Sequence* alpha)

virtual void setPartialBackprop(bool flag=true)

virtual void frameForward(int t, real* f_inputs, real* f_outputs)

virtual void frameBackward(int t, real* f_inputs, real* beta_, real* f_outputs, real* alpha_)

virtual void loadXFile(XFile* file)

virtual void saveXFile(XFile* file)

Inherited from Machine:

Public Fields

Sequence* outputs

Public Methods

virtual void reset()

virtual void setDataSet(DataSet* dataset_)

Inherited from Object:

Public Fields

Allocator* allocator

Public Methods

void addOption(const char* name, int size, void* ptr, const char* help="")

void addIOption(const char* name, int* ptr, int init_value, const char* help="")

void addROption(const char* name, real* ptr, real init_value, const char* help="")

void addBOption(const char* name, bool* ptr, bool init_value, const char* help="")

void addOOption(const char* name, Object** ptr, Object* init_value, const char* help="")

void setOption(const char* name, void* ptr)

void setIOption(const char* name, int option)

void setROption(const char* name, real option)

void setBOption(const char* name, bool option)

void setOOption(const char* name, Object* option)

void load(const char* filename)

void save(const char* filename)

void* operator new(size_t size, Allocator* allocator_=NULL)

void* operator new(size_t size, Allocator* allocator_, void* ptr_)

void operator delete(void* ptr)

Documentation

Easy connections between several GradientMachine. GradientMachine has "layers" on which you can add some GradientMachine.

The inputs of the machine on the first layer will be the inputs of the ConnectedMachine.

The outputs of the ConnectedMachine are the union (in the order of adding) of all machines on the last layer.

ConnectedMachine()

void addFCL(GradientMachine* machine)

Add a Full Connected Layer. The machine is fully connected to the previous layer. If necessary, a layer is added before adding the machine.

void addMachine(GradientMachine* machine)

Add a machine on the current layer

void connectOn(GradientMachine* machine)

Connect the last added machine on machine. Note that machine must be in a previous layer.

void addLayer()

Add a layer (you don't have to call that for the first layer)

void build()

Contruct the machine. you need to call that after adding and connecting all the machines.

Direct child classes:

SpeechMLP
MLP

Author:

Ronan Collobert (collober@idiap.ch)

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