TensorListConcat

public final class TensorListConcat

Concats all tensors in the list along the 0th dimension.

Requires that all tensors have the same shape except the first dimension.

input_handle: The input list. element_shape: The shape of the uninitialized elements in the list. If the first dimension is not -1, it is assumed that all list elements have the same leading dim. leading_dims: The list of leading dims of uninitialized list elements. Used if the leading dim of input_handle.element_shape or the element_shape input arg is not already set. tensor: The concated result. lengths: Output tensor containing sizes of the 0th dimension of tensors in the list, used for computing the gradient.

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static <U extends TType> TensorListConcat<U>
create(Scope scope, Operand<?> inputHandle, Operand<? extends TNumber> elementShape, Operand<TInt64> leadingDims, Class<U> elementDtype)
Factory method to create a class wrapping a new TensorListConcat operation.
Output<TInt64>
lengths()
Output<U>
tensor()

Inherited Methods

org.tensorflow.op.RawOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Return this unit of computation as a single Operation.
final String
toString()
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()
org.tensorflow.op.Op
abstract ExecutionEnvironment
env()
Return the execution environment this op was created in.
abstract Operation
op()
Return this unit of computation as a single Operation.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "TensorListConcatV2"

Public Methods

public static TensorListConcat<U> create (Scope scope, Operand<?> inputHandle, Operand<? extends TNumber> elementShape, Operand<TInt64> leadingDims, Class<U> elementDtype)

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

Parameters
scope current scope
Returns
  • a new instance of TensorListConcat

public Output<TInt64> lengths ()

public Output<U> tensor ()