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

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()
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()
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.
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
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.