Add a `SparseTensor` to a `SparseTensorsMap` return its handle.
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.
Nested Classes
class | AddSparseToTensorsMap.Options | Optional attributes for AddSparseToTensorsMap
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Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<TInt64> |
asOutput()
Returns the symbolic handle of the tensor.
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static AddSparseToTensorsMap.Options |
container(String container)
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static AddSparseToTensorsMap | |
static AddSparseToTensorsMap.Options |
sharedName(String sharedName)
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Output<TInt64> |
sparseHandle()
0-D.
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Public Methods
public Output<TInt64> 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 AddSparseToTensorsMap.Options container (String container)
Parameters
container | The container name for the `SparseTensorsMap` created by this op. |
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public static AddSparseToTensorsMap create (Scope scope, Operand<TInt64> sparseIndices, Operand<? extends TType> sparseValues, Operand<TInt64> sparseShape, Options... options)
Factory method to create a class wrapping a new AddSparseToTensorsMap operation.
Parameters
scope | current scope |
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sparseIndices | 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 values |
Returns
- a new instance of AddSparseToTensorsMap
public static AddSparseToTensorsMap.Options sharedName (String sharedName)
Parameters
sharedName | The shared name for the `SparseTensorsMap` created by this op. If blank, the new Operation's unique name is used. |
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