org.bytedeco.tensorflow

Class Variable

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.Variable

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class 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	Variable.Attrs Optional attribute setters for Variable

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

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(Scope scope, PartialTensorShape shape, int dtype)
Variable(Scope scope, PartialTensorShape shape, int dtype, Variable.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
static Variable.Attrs	Container(BytePointer x)
static Variable.Attrs	Container(String x)
Node	node()
Operation	operation()
Variable	operation(Operation setter)
Output	ref()
Variable	ref(Output setter)
static Variable.Attrs	SharedName(BytePointer x)
static 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, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, 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).

Variable

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

Variable

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

Method Detail

asOutput

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

asInput

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

node

public Node node()

Container

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

Container

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

SharedName

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

SharedName

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

operation

@ByRef
public Operation operation()

operation

public Variable operation(Operation setter)

ref

@ByRef
public Output ref()

ref

public Variable ref(Output setter)