org.tensorflow.op.core

Class EnsureShape<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.EnsureShape<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class EnsureShape<T>
extends PrimitiveOp
implements Operand<T>

Ensures that the tensor's shape matches the expected shape.

Raises an error if the input tensor's shape does not match the specified shape. Returns the input tensor otherwise.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> EnsureShape<T>	create(Scope scope, Operand<T> input, Shape shape) Factory method to create a class to wrap a new EnsureShape operation to the graph.
Output<T>	output() A tensor with the same shape and contents as the input tensor or value.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> EnsureShape<T> create(Scope scope,
                                        Operand<T> input,
                                        Shape shape)

Factory method to create a class to wrap a new EnsureShape operation to the graph.

Parameters:

scope - current graph scope

input - A tensor, whose shape is to be validated.

shape - The expected (possibly partially specified) shape of the input tensor.

Returns:

a new instance of EnsureShape

output

public Output<T> output()

A tensor with the same shape and contents as the input tensor or value.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)