Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

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.

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of a tensor.
static <U, T extends Number> RaggedTensorToVariantGradient <U>
create ( Scope scope, Operand <?> encodedRaggedGrad, Operand <T> rowSplits, Operand <Integer> 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

Public Methods

public Output <U> asOutput ()

Returns the symbolic handle of a 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 <T> rowSplits, Operand <Integer> 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.