tensorflow::ops::AddManySparseToTensorsMap

#include <sparse_ops.h>

Add an N-minibatch SparseTensor to a SparseTensorsMap, return N handles.

Summary

A SparseTensor of rank R is represented by three tensors: sparse_indices, sparse_values, and sparse_shape, where

```sparse_indices.shape[1] == sparse_shape.shape[0] == R


  

    
An N-minibatch of SparseTensor objects is represented as a SparseTensor
having a first sparse_indices column taking values between [0, N), where
the minibatch size N == sparse_shape[0].

  

  

    
The input SparseTensor must have rank R greater than 1, and the first
dimension is treated as the minibatch dimension.  Elements of the SparseTensor
must be sorted in increasing order of this first dimension.  The stored
SparseTensor objects pointed to by each row of the output sparse_handles
will have rank R-1.

  

  

    
The SparseTensor values can then be read out as part of a minibatch by passing
the given keys as vector elements 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
AddManySparseToTensorsMap as the shared_name passed to
TakeManySparseFromTensorsMap.  Ensure the Operations are colocated.

  

  

    
Arguments:
* scope: A Scope object
* sparse_indices: 2-D.  The indices of the minibatch SparseTensor.
sparse_indices[:, 0] must be ordered values in [0, N).
* sparse_values: 1-D.  The values of the minibatch SparseTensor.
* sparse_shape: 1-D.  The shape of the minibatch SparseTensor.
The minibatch size N == sparse_shape[0].

  

  

    
Optional attributes (see Attrs):
* container: The container name for the SparseTensorsMap created by this op.
* shared_name: The shared name for the SparseTensorsMap created by this op.
If blank, the new Operation's unique name is used.

  

  

    
Returns:
* Output: 1-D.  The handles of the SparseTensor now stored in the
SparseTensorsMap.  Shape: [N].  

  

  

    

      
        
Constructors and Destructors

      		
    

    

      
        AddManySparseToTensorsMap(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape)
        

      		
    

    

      
        AddManySparseToTensorsMap(const ::tensorflow::Scope & scope, ::tensorflow::Input sparse_indices, ::tensorflow::Input sparse_values, ::tensorflow::Input sparse_shape, const AddManySparseToTensorsMap::Attrs & attrs)
        

      		
    

  

  

    

      
        
Public attributes

      		
    

    

      
        operation
      
      
        
      
    

    

      
        sparse_handles
      
      
        
      
    

  

  

    

      
        
Public functions

      		
    

    

      
        node() const 
      
      
        

          ::tensorflow::Node *
        

      		
    

    

      
        operator::tensorflow::Input() const 
      
      
        

          
        

      		
    

    

      
        operator::tensorflow::Output() const 
      
      
        

          
        

      		
    

  

  

    

      
        
Public static functions

      		
    

    

      
        Container(StringPiece x)
      
      
        
      
    

    

      
        SharedName(StringPiece x)
      
      
        
      
    

  

  

    

      
        
Structs

      		
    

    

      
        tensorflow::ops::AddManySparseToTensorsMap::Attrs
      
      
        
Optional attribute setters for AddManySparseToTensorsMap. 

      		
    

  

  
Public attributes

  

    
operation

    
Operation operation

    

  

  

    
sparse_handles

    
::tensorflow::Output sparse_handles

    

  

  
Public functions

  

    
AddManySparseToTensorsMap

    
 AddManySparseToTensorsMap(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input sparse_indices,
  ::tensorflow::Input sparse_values,
  ::tensorflow::Input sparse_shape
)

    

  

  

    
AddManySparseToTensorsMap

    
 AddManySparseToTensorsMap(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input sparse_indices,
  ::tensorflow::Input sparse_values,
  ::tensorflow::Input sparse_shape,
  const AddManySparseToTensorsMap::Attrs & attrs
)

    

  

  

    
node

    
::tensorflow::Node * node() const 

    

  

  

    
operator::tensorflow::Input

    
 operator::tensorflow::Input() const 

    

  

  

    
operator::tensorflow::Output

    
 operator::tensorflow::Output() const 

    

  

  
Public static functions

  

    
Container

    
Attrs Container(
  StringPiece x
)

    

  

  

    
SharedName

    
Attrs SharedName(
  StringPiece x
)