TensorArrayConcat

public final class TensorArrayConcat

Concat the elements from the TensorArray into value `value`.

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).

Nested Classes

class

TensorArrayConcat.Options

Optional attributes for TensorArrayConcat

Public Methods

static <T> TensorArrayConcat<T>	create(Scope scope, Operand<?> handle, Operand<Float> flowIn, Class<T> dtype, Options... options) Factory method to create a class wrapping a new TensorArrayConcat operation.
static TensorArrayConcat.Options	elementShapeExcept0(Shape elementShapeExcept0)
Output<Long>	lengths() A vector of the row sizes of the original T elements in the value output.
Output<T>	value() All of the elements in the TensorArray, concatenated along the first axis.

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

Public Methods

public static TensorArrayConcat<T> create (Scope scope, Operand<?> handle, Operand<Float> flowIn, Class<T> dtype, Options... options)

Factory method to create a class wrapping a new TensorArrayConcat operation.

Parameters

scope	current scope
handle	The handle to a TensorArray.
flowIn	A float scalar that enforces proper chaining of operations.
dtype	The type of the elem that is returned.
options	carries optional attributes values

Returns

• a new instance of TensorArrayConcat

public static TensorArrayConcat.Options elementShapeExcept0 (Shape elementShapeExcept0)

Parameters

elementShapeExcept0	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.

public Output<Long> 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))`.

public Output<T> value ()

All of the elements in the TensorArray, concatenated along the first axis.