org.bytedeco.tensorflow

Class TemporaryVariable

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.TemporaryVariable

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class TemporaryVariable
extends Pointer

Returns a tensor that may be mutated, but only persists within a single step. This is an experimental op for internal use only and it is possible to use this op in unsafe ways. DO NOT USE unless you fully understand the risks. It is the caller's responsibility to ensure that 'ref' is eventually passed to a matching 'DestroyTemporaryVariable' op after all other uses have completed. Outputs a ref to the tensor state so it may be read or modified. E.g. var = state_ops._temporary_variable([1, 2], types.float_) var_name = var.op.name var = state_ops.assign(var, [[4.0, 5.0]]) var = state_ops.assign_add(var, [[6.0, 7.0]]) final = state_ops._destroy_temporary_variable(var, var_name=var_name) 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): * var_name: Overrides the name used for the temporary variable resource. Default value is the name of the 'TemporaryVariable' op (which is guaranteed unique). Returns: * Output: A reference to the variable tensor.

Nested Class Summary

Nested Classes

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

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

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
TemporaryVariable	operation(Operation setter)
Output	ref()
TemporaryVariable	ref(Output setter)
static TemporaryVariable.Attrs	VarName(BytePointer x)
static TemporaryVariable.Attrs	VarName(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

TemporaryVariable

public TemporaryVariable(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

TemporaryVariable

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

TemporaryVariable

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

VarName

@ByVal
public static TemporaryVariable.Attrs VarName(@tensorflow.StringPiece
                                                      BytePointer x)

VarName

@ByVal
public static TemporaryVariable.Attrs VarName(@tensorflow.StringPiece
                                                      String x)

operation

@ByRef
public Operation operation()

operation

public TemporaryVariable operation(Operation setter)

ref

@ByRef
public Output ref()

ref

public TemporaryVariable ref(Output setter)