org.apache.ignite.ml.nn

Class MLPState

java.lang.Object

org.apache.ignite.ml.nn.MLPState

public class MLPState
extends Object

State of MLP after computation.

Field Summary

Fields

Modifier and Type	Field and Description
protected List<Matrix>	activatorsOutput Output of activators.
protected Matrix	input Input.
protected List<Matrix>	linearOutput Output of linear transformations.

Constructor Summary

Constructors

Constructor and Description
MLPState(Matrix input) Construct MLP state.

Method Summary

Modifier and Type	Method and Description
Matrix	activatorsOutput(int layer) Output of activators of given layer.
Matrix	linearOutput(int layer) Output of linear transformation of given layer.

Methods inherited from class java.lang.Object

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

Field Detail

activatorsOutput

protected List<Matrix> activatorsOutput

Output of activators.

linearOutput

protected List<Matrix> linearOutput

Output of linear transformations.

input

protected Matrix input

Input.

Constructor Detail

MLPState

public MLPState(Matrix input)

Construct MLP state.

Parameters:

input - Matrix of inputs.

Method Detail

activatorsOutput

public Matrix activatorsOutput(int layer)

Output of activators of given layer. If layer index is 0, inputs are returned.

Parameters:

layer - Index of layer to get activators outputs from.

Returns:

Activators output.

linearOutput

public Matrix linearOutput(int layer)

Output of linear transformation of given layer. If layer index is 0, inputs are returned.

Parameters:

layer - Index of layer to get linear transformation outputs from.

Returns:

Linear transformation output.