tensorflow:: ops:: TensorArrayConcat
#include <data_flow_ops.h>
Concat the elements from the TensorArray into value value
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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).
Args:
- 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))
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Constructors and Destructors |
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TensorArrayConcat(const ::tensorflow::Scope & scope, ::tensorflow::Input handle, ::tensorflow::Input flow_in, DataType dtype)
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TensorArrayConcat(const ::tensorflow::Scope & scope, ::tensorflow::Input handle, ::tensorflow::Input flow_in, DataType dtype, const TensorArrayConcat::Attrs & attrs)
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Public attributes |
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lengths
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operation
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value
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Public static functions |
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ElementShapeExcept0(PartialTensorShape x)
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Structs |
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tensorflow:: |
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 )