BaseInitializer

public abstract class BaseInitializer

Known Direct Subclasses Constant<T extends TType>, Identity<T extends TFloating>, Ones<T extends TType>, Orthogonal<T extends TFloating>, RandomNormal<T extends TFloating>, RandomUniform<T extends TNumber>, TruncatedNormal<T extends TFloating>, VarianceScaling<T extends TFloating>, Zeros<T extends TType> Constant<T extends TType> Initializer that generates tensors with a constant value.  Identity<T extends TFloating> Initializer that generates the identity matrix.  Ones<T extends TType> Initializer that generates tensors initialized to 1.  Orthogonal<T extends TFloating> Initializer that generates an orthogonal matrix.  RandomNormal<T extends TFloating> Initializer that generates tensors with a normal distribution.  RandomUniform<T extends TNumber> Initializer that generates tensors with a uniform distribution.  TruncatedNormal<T extends TFloating> Initializer that generates a truncated normal distribution.  VarianceScaling<T extends TFloating> Initializer capable of adapting its scale to the shape of weights tensors.  Zeros<T extends TType> Creates an Initializer that sets all values to zero.

Known Indirect Subclasses Glorot<T extends TFloating>, He<T extends TFloating>, LeCun<T extends TFloating> Glorot<T extends TFloating> The Glorot initializer, also called Xavier initializer.  He<T extends TFloating> He initializer.  LeCun<T extends TFloating> LeCun normal initializer.

Abstract base class for all Initializers

Public Methods

Ops	getTF() Gets the TensorFlow Ops

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.framework.initializers.Initializer

abstract Operand<T>

call(Operand<TInt64> dims, Class<T> type) Generates the operation used to perform the initialization.

Public Methods

public Ops getTF ()

Gets the TensorFlow Ops

Returns

• the TensorFlow Ops