public final class
DenseToSparseBatchDataset
Creates a dataset that batches input elements into a SparseTensor.
Constants
| String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
| Output<TType> |
asOutput()
Returns the symbolic handle of the tensor.
|
| static DenseToSparseBatchDataset | |
| Output<?> |
handle()
|
Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Constant Value:
"DenseToSparseBatchDataset"
Public Methods
public Output<TType> 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 DenseToSparseBatchDataset create (Scope scope, Operand<?> inputDataset, Operand<TInt64> batchSize, Operand<TInt64> rowShape, List<Class<? extends TType>> outputTypes, List<Shape> outputShapes)
Factory method to create a class wrapping a new DenseToSparseBatchDataset 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 DenseToSparseBatchDataset