org.bytedeco.javacpp

Class tensorflow.Variable

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Variable

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Holds state in the form of a tensor that persists across steps. Outputs a ref to the tensor state so it may be read or modified. TODO(zhifengc/mrry): Adds a pointer to a more detail document about sharing states in tensorflow. Arguments: * scope: A Scope object * shape: The shape of the variable tensor. * dtype: The type of elements in the variable tensor. Optional attributes (see Attrs): * container: If non-empty, this variable is placed in the given container. Otherwise, a default container is used. * shared_name: If non-empty, this variable is named in the given bucket with this shared_name. Otherwise, the node name is used instead. Returns: * Output: A reference to the variable tensor.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.Variable.Attrs Optional attribute setters for Variable

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
Variable(Pointer p) Pointer cast constructor.
Variable(tensorflow.Scope scope, tensorflow.PartialTensorShape shape, int dtype)
Variable(tensorflow.Scope scope, tensorflow.PartialTensorShape shape, int dtype, tensorflow.Variable.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.Variable.Attrs	Container(BytePointer x)
static tensorflow.Variable.Attrs	Container(String x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Variable	operation(tensorflow.Operation operation)
tensorflow.Output	ref()
tensorflow.Variable	ref(tensorflow.Output ref)
static tensorflow.Variable.Attrs	SharedName(BytePointer x)
static tensorflow.Variable.Attrs	SharedName(String x)

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

Variable

public Variable(Pointer p)

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

Variable

public Variable(@Const @ByRef
                tensorflow.Scope scope,
                @ByVal
                tensorflow.PartialTensorShape shape,
                @Cast(value="tensorflow::DataType")
                int dtype)

Variable

public Variable(@Const @ByRef
                tensorflow.Scope scope,
                @ByVal
                tensorflow.PartialTensorShape shape,
                @Cast(value="tensorflow::DataType")
                int dtype,
                @Const @ByRef
                tensorflow.Variable.Attrs attrs)

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()

Container

@ByVal
public static tensorflow.Variable.Attrs Container(@tensorflow.StringPiece
                                                          BytePointer x)

Container

@ByVal
public static tensorflow.Variable.Attrs Container(@tensorflow.StringPiece
                                                          String x)

SharedName

@ByVal
public static tensorflow.Variable.Attrs SharedName(@tensorflow.StringPiece
                                                           BytePointer x)

SharedName

@ByVal
public static tensorflow.Variable.Attrs SharedName(@tensorflow.StringPiece
                                                           String x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Variable operation(tensorflow.Operation operation)

ref

@ByRef
public tensorflow.Output ref()

ref

public tensorflow.Variable ref(tensorflow.Output ref)