deepboof.impl.backward.standard

Class DFunctionLinear_F64

java.lang.Object

deepboof.impl.forward.standard.BaseFunction<T>

deepboof.impl.backward.standard.BaseDFunction<deepboof.tensors.Tensor_F64>

deepboof.impl.backward.standard.DFunctionLinear_F64

All Implemented Interfaces:

DFunctionLinear<deepboof.tensors.Tensor_F64>, deepboof.DFunction<deepboof.tensors.Tensor_F64>, deepboof.forward.FunctionLinear<deepboof.tensors.Tensor_F64>, deepboof.Function<deepboof.tensors.Tensor_F64>

public class DFunctionLinear_F64
extends BaseDFunction<deepboof.tensors.Tensor_F64>
implements DFunctionLinear<deepboof.tensors.Tensor_F64>

Implementation of DFunctionLinear for Tensor_F64

Field Summary

Fields

Modifier and Type	Field and Description
protected int	D
protected int	M

Fields inherited from class deepboof.impl.backward.standard.BaseDFunction

learningMode

Fields inherited from class deepboof.impl.forward.standard.BaseFunction

miniBatchSize, parameters, shapeInput, shapeOutput, shapeParameters

Constructor Summary

Constructors

Constructor and Description
DFunctionLinear_F64(int numberOfOutputs)

Method Summary

Modifier and Type	Method and Description
protected void	_backwards(deepboof.tensors.Tensor_F64 input, deepboof.tensors.Tensor_F64 dout, deepboof.tensors.Tensor_F64 gradientInput, java.util.List<deepboof.tensors.Tensor_F64> gradientParameters)
void	_forward(deepboof.tensors.Tensor_F64 input, deepboof.tensors.Tensor_F64 output)
void	_initialize()
void	_setParameters(java.util.List<deepboof.tensors.Tensor_F64> parameters)
int	getNumberOfOutputs()
java.lang.Class<deepboof.tensors.Tensor_F64>	getTensorType()

Methods inherited from class deepboof.impl.backward.standard.BaseDFunction

backwards, evaluating, isLearning, learning

Methods inherited from class deepboof.impl.forward.standard.BaseFunction

forward, getOutputShape, getParameters, getParameterShapes, initialize, setParameters

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface deepboof.forward.FunctionLinear

forward, setParameters

Methods inherited from interface deepboof.DFunction

backwards, evaluating, isLearning, learning

Methods inherited from interface deepboof.Function

getOutputShape, getParameters, getParameterShapes, initialize

Field Detail

D

protected int D

M

protected int M

Constructor Detail

DFunctionLinear_F64

public DFunctionLinear_F64(int numberOfOutputs)

Method Detail

getNumberOfOutputs

public int getNumberOfOutputs()

Specified by:

getNumberOfOutputs in interface deepboof.forward.FunctionLinear<deepboof.tensors.Tensor_F64>

_setParameters

public void _setParameters(java.util.List<deepboof.tensors.Tensor_F64> parameters)

Specified by:

_setParameters in class deepboof.impl.forward.standard.BaseFunction<deepboof.tensors.Tensor_F64>

_forward

public void _forward(deepboof.tensors.Tensor_F64 input,
                     deepboof.tensors.Tensor_F64 output)

Specified by:

_forward in class deepboof.impl.forward.standard.BaseFunction<deepboof.tensors.Tensor_F64>

_backwards

protected void _backwards(deepboof.tensors.Tensor_F64 input,
                          deepboof.tensors.Tensor_F64 dout,
                          deepboof.tensors.Tensor_F64 gradientInput,
                          java.util.List<deepboof.tensors.Tensor_F64> gradientParameters)

Specified by:

_backwards in class BaseDFunction<deepboof.tensors.Tensor_F64>

_initialize

public void _initialize()

Specified by:

_initialize in class deepboof.impl.forward.standard.BaseFunction<deepboof.tensors.Tensor_F64>

getTensorType

public java.lang.Class<deepboof.tensors.Tensor_F64> getTensorType()

Specified by:

getTensorType in interface deepboof.Function<deepboof.tensors.Tensor_F64>