Creates a dataset that batches input elements into a SparseTensor.
Public Methods
Output <Object> |
asOutput
()
Returns the symbolic handle of a tensor.
|
static ExperimentalDenseToSparseBatchDataset | |
Output <?> |
handle
()
|
Inherited Methods
Public Methods
public Output <Object> 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 ExperimentalDenseToSparseBatchDataset create ( Scope scope, Operand <?> inputDataset, Operand <Long> batchSize, Operand <Long> rowShape, List<Class<?>> outputTypes, List< Shape > outputShapes)
Factory method to create a class wrapping a new ExperimentalDenseToSparseBatchDataset operation.
Parameters
scope | current scope |
---|---|
inputDataset | A handle to an input dataset. Must have a single component. |
batchSize | A scalar representing the number of elements to accumulate in a batch. |
rowShape | A vector representing the dense shape of each row in the produced SparseTensor. The shape may be partially specified, using `-1` to indicate that a particular dimension should use the maximum size of all batch elements. |
Returns
- a new instance of ExperimentalDenseToSparseBatchDataset