org.bytedeco.javacpp

Class tensorflow.Fill

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Fill

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Creates a tensor filled with a scalar value. This operation creates a tensor of shape dims and fills it with value. For example:

  # Output tensor has shape [2, 3].
  fill([2, 3], 9) ==> [[9, 9, 9]
                       [9, 9, 9]]
  

tf.fill differs from tf.constant in a few ways: * tf.fill only supports scalar contents, whereas tf.constant supports Tensor values. * tf.fill creates an Op in the computation graph that constructs the actual Tensor value at runtime. This is in contrast to tf.constant which embeds the entire Tensor into the graph with a Const node. * Because tf.fill evaluates at graph runtime, it supports dynamic shapes based on other runtime Tensors, unlike tf.constant. Arguments: * scope: A Scope object * dims: 1-D. Represents the shape of the output tensor. * value: 0-D (scalar). Value to fill the returned tensor. \compatibility(numpy) Equivalent to np.full \end_compatibility Returns: * Output: The output 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
Fill(Pointer p) Pointer cast constructor.
Fill(tensorflow.Scope scope, tensorflow.Input dims, tensorflow.Input value)

Method Summary

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

Fill

public Fill(Pointer p)

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

Fill

public Fill(@Const @ByRef
            tensorflow.Scope scope,
            @ByVal
            tensorflow.Input dims,
            @ByVal
            tensorflow.Input value)

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.Fill operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Fill output(tensorflow.Output output)