tensorflow::ops::TensorArraySplit

#include <data_flow_ops.h>

Split the data from the input value into TensorArray elements.

Summary

Assuming that lengths takes on values

(n0, n1, ..., n(T-1))


  

    
and that `value` has shape

  

  
(n0 + n1 + ... + n(T-1) x d0 x d1 x ...)```,

  
this splits values into a TensorArray with T tensors.

  
TensorArray index t will be the subtensor of values with starting position

  
```(n0 + n1 + ... + n(t-1), 0, 0, ...)

  

    
and having size

  

  
nt x d0 x d1 x ...```

  
Arguments:
    
      
  • scope: A Scope object
    • 
      
  • handle: The handle to a TensorArray.
    • 
      
  • value: The concatenated tensor to write to the TensorArray.
    • 
      
  • lengths: The vector of lengths, how to split the rows of value into the TensorArray.
    • 
      
  • flow_in: A float scalar that enforces proper chaining of operations.
    • 
    

  
Returns:
    
      
  • Output: A float scalar that enforces proper chaining of operations. 
    • 
    

                                




        
Constructors and Destructors

      		





        TensorArraySplit(const ::tensorflow::Scope & scope, ::tensorflow::Input handle, ::tensorflow::Input value, ::tensorflow::Input lengths, ::tensorflow::Input flow_in)
        

      		




                                                          




        
Public attributes

      		





        flow_out
      

        
      





        operation
      

        
      




                                                                              




        
Public functions

      		





        node() const 
      

        

          ::tensorflow::Node *
        

      		





        operator::tensorflow::Input() const 
      

        

          
        

      		





        operator::tensorflow::Output() const 
      

        

          
        

      		




  
Public attributes

  

    
flow_out

    
::tensorflow::Output flow_out

    

  

  

    
operation

    
Operation operation

    

  

  
Public functions

  

    
TensorArraySplit

    
 TensorArraySplit(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input handle,
  ::tensorflow::Input value,
  ::tensorflow::Input lengths,
  ::tensorflow::Input flow_in
)

    

  

  

    
node

    
::tensorflow::Node * node() const 

    

  

  

    
operator::tensorflow::Input

    
 operator::tensorflow::Input() const 

    

  

  

    
operator::tensorflow::Output

    
 operator::tensorflow::Output() const