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> | |
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