RaggedTensorToVariantGradient

public final class RaggedTensorToVariantGradient

Helper used to compute the gradient for `RaggedTensorToVariant`.

Computes the gradient for the dense_values input to the RaggedTensorToVariant op, given the variant-encoded ragged gradients of the outputs, along with the outer row-splits and the shape of the dense-values that were provided as inputs to the RaggedTensorToVariant op.

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<U>	asOutput() Returns the symbolic handle of the tensor.
static <U extends TType> RaggedTensorToVariantGradient<U>	create(Scope scope, Operand<?> encodedRaggedGrad, Operand<? extends TNumber> rowSplits, Operand<TInt32> denseValuesShape, Class<U> Tvalues) Factory method to create a class wrapping a new RaggedTensorToVariantGradient operation.
Output<U>	denseValuesGrad() Gradient for the dense_values of the RaggedTensorToVariant op.

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

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.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

From interface org.tensorflow.Operand

abstract Output<U extends TType>	asOutput() Returns the symbolic handle of the tensor.
abstract U extends TType	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the `Output` of this operand.
abstract Class<U extends TType>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RaggedTensorToVariantGradient"

Public Methods

public Output<U> asOutput ()

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static RaggedTensorToVariantGradient<U> create (Scope scope, Operand<?> encodedRaggedGrad, Operand<? extends TNumber> rowSplits, Operand<TInt32> denseValuesShape, Class<U> Tvalues)

Factory method to create a class wrapping a new RaggedTensorToVariantGradient operation.

Parameters

scope	current scope
encodedRaggedGrad	A `variant` Tensor containing encoded `RaggedTensor` gradients.
rowSplits	Outermost row-splits that were used as input to the RaggedTensorToVariant op.
denseValuesShape	Shape of the dense_values that was used as an input to the RaggedTensorToVariant op.

Returns

a new instance of RaggedTensorToVariantGradient

public Output<U> denseValuesGrad ()

Gradient for the dense_values of the RaggedTensorToVariant op.