org.bytedeco.javacpp

Class tensorflow.BroadcastTo

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.BroadcastTo

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.BroadcastTo
extends Pointer

Broadcast an array for a compatible shape. Broadcasting is the process of making arrays to have compatible shapes for arithmetic operations. Two shapes are compatible if for each dimension pair they are either equal or one of them is one. When trying to broadcast a Tensor to a shape, it starts with the trailing dimensions, and works its way forward. For example,

  >>> x = tf.constant([1, 2, 3])
  >>> y = tf.broadcast_to(x, [3, 3])
  >>> sess.run(y)
  array([[1, 2, 3],
         [1, 2, 3],
         [1, 2, 3]], dtype=int32)
  

In the above example, the input Tensor with the shape of [1, 3] is broadcasted to output Tensor with shape of [3, 3]. Arguments: * scope: A Scope object * input: A Tensor to broadcast. * shape: An 1-D int Tensor. The shape of the desired output. Returns: * Output: A Tensor.

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
BroadcastTo(Pointer p) Pointer cast constructor.
BroadcastTo(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input shape)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.BroadcastTo	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.BroadcastTo	output(tensorflow.Output output)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

BroadcastTo

public BroadcastTo(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

BroadcastTo

public BroadcastTo(@Const @ByRef
                   tensorflow.Scope scope,
                   @ByVal
                   tensorflow.Input input,
                   @ByVal
                   tensorflow.Input shape)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public tensorflow.Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public tensorflow.Input asInput()

node

public tensorflow.Node node()

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.BroadcastTo operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.BroadcastTo output(tensorflow.Output output)