@Operator(group="sparse") public final class AddSparseToTensorsMap extends PrimitiveOp implements Operand<Long>
A `SparseTensor` is represented by three tensors: `sparse_indices`, `sparse_values`, and `sparse_shape`.
This operator takes the given `SparseTensor` and adds it to a container object (a `SparseTensorsMap`). A unique key within this container is generated in the form of an `int64`, and this is the value that is returned.
The `SparseTensor` can then be read out as part of a minibatch by passing the key as a vector element to `TakeManySparseFromTensorsMap`. To ensure the correct `SparseTensorsMap` is accessed, ensure that the same `container` and `shared_name` are passed to that Op. If no `shared_name` is provided here, instead use the name of the Operation created by calling `sparse.AddSparseToTensorsMap` as the `shared_name` passed to `TakeManySparseFromTensorsMap`. Ensure the Operations are colocated.
Modifier and Type | Class and Description |
---|---|
static class |
AddSparseToTensorsMap.Options
Optional attributes for
AddSparseToTensorsMap |
operation
Modifier and Type | Method and Description |
---|---|
Output<Long> |
asOutput()
Returns the symbolic handle of a tensor.
|
static AddSparseToTensorsMap.Options |
container(String container) |
static <T> AddSparseToTensorsMap |
create(Scope scope,
Operand<Long> sparseIndices,
Operand<T> sparseValues,
Operand<Long> sparseShape,
AddSparseToTensorsMap.Options... options)
Factory method to create a class wrapping a new AddSparseToTensorsMap operation.
|
static AddSparseToTensorsMap.Options |
sharedName(String sharedName) |
Output<Long> |
sparseHandle()
0-D.
|
equals, hashCode, op, toString
public static <T> AddSparseToTensorsMap create(Scope scope, Operand<Long> sparseIndices, Operand<T> sparseValues, Operand<Long> sparseShape, AddSparseToTensorsMap.Options... options)
scope
- current scopesparseIndices
- 2-D. The `indices` of the `SparseTensor`.sparseValues
- 1-D. The `values` of the `SparseTensor`.sparseShape
- 1-D. The `shape` of the `SparseTensor`.options
- carries optional attributes valuespublic static AddSparseToTensorsMap.Options container(String container)
container
- The container name for the `SparseTensorsMap` created by this op.public static AddSparseToTensorsMap.Options sharedName(String sharedName)
sharedName
- The shared name for the `SparseTensorsMap` created by this op.
If blank, the new Operation's unique name is used.public Output<Long> sparseHandle()
public Output<Long> asOutput()
Operand
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.
asOutput
in interface Operand<Long>
OperationBuilder.addInput(Output)
Copyright © 2022. All rights reserved.