tensorflow::ops::TensorArrayConcat

#include <data_flow_ops.h>

Concat the elements from the TensorArray into value value.

Summary

Takes T elements of shapes

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

and concatenates them into a Tensor of shape:

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


  

    
All elements must have the same shape (excepting the first dimension).

  

  

    
Arguments:
* scope: A Scope object
* handle: The handle to a TensorArray.
* flow_in: A float scalar that enforces proper chaining of operations.
* dtype: The type of the elem that is returned.

  

  

    
Optional attributes (see Attrs):
* element_shape_except0: The expected shape of an element, if known,
excluding the first dimension. Used to validate the shapes of
TensorArray elements. If this shape is not fully specified, concatenating
zero-size TensorArrays is an error.

  

  

    
Returns:
* Output value: All of the elements in the TensorArray, concatenated along the first
axis.
* Output lengths: A vector of the row sizes of the original T elements in the
value output.  In the example above, this would be the values:
(n1, n2, ..., n(T-1)).  

  

  

    

      
        
Constructors and Destructors

      		
    

    

      
        TensorArrayConcat(const ::tensorflow::Scope & scope, ::tensorflow::Input handle, ::tensorflow::Input flow_in, DataType dtype)
        

      		
    

    

      
        TensorArrayConcat(const ::tensorflow::Scope & scope, ::tensorflow::Input handle, ::tensorflow::Input flow_in, DataType dtype, const TensorArrayConcat::Attrs & attrs)
        

      		
    

  

  

    

      
        
Public attributes

      		
    

    

      
        lengths
      
      
        
      
    

    

      
        operation
      
      
        
      
    

    

      
        value
      
      
        
      
    

  

  

    

      
        
Public static functions

      		
    

    

      
        ElementShapeExcept0(PartialTensorShape x)
      
      
        
      
    

  

  

    

      
        
Structs

      		
    

    

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

      		
    

  

  
Public attributes

  

    
lengths

    
::tensorflow::Output lengths

    

  

  

    
operation

    
Operation operation

    

  

  

    
value

    
::tensorflow::Output value

    

  

  
Public functions

  

    
TensorArrayConcat

    
 TensorArrayConcat(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input handle,
  ::tensorflow::Input flow_in,
  DataType dtype
)

    

  

  

    
TensorArrayConcat

    
 TensorArrayConcat(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input handle,
  ::tensorflow::Input flow_in,
  DataType dtype,
  const TensorArrayConcat::Attrs & attrs
)

    

  

  
Public static functions

  

    
ElementShapeExcept0

    
Attrs ElementShapeExcept0(
  PartialTensorShape x
)