org.bytedeco.tensorflow

Class ResourceApplyProximalGradientDescent

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.ResourceApplyProximalGradientDescent

All Implemented Interfaces:

AutoCloseable

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

Update '*var' as FOBOS algorithm with fixed learning rate. prox_v = var - alpha * delta var = sign(prox_v)/(1+alpha*l2) * max{|prox_v|-alpha*l1,0} Arguments: * scope: A Scope object * var: Should be from a Variable(). * alpha: Scaling factor. Must be a scalar. * l1: L1 regularization. Must be a scalar. * l2: L2 regularization. Must be a scalar. * delta: The change. Optional attributes (see Attrs): * use_locking: If True, the subtraction will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention. Returns: * the created Operation

Nested Class Summary

Nested Classes

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

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
ResourceApplyProximalGradientDescent(Pointer p) Pointer cast constructor.
ResourceApplyProximalGradientDescent(Scope scope, Input var, Input alpha, Input l1, Input l2, Input delta)
ResourceApplyProximalGradientDescent(Scope scope, Input var, Input alpha, Input l1, Input l2, Input delta, ResourceApplyProximalGradientDescent.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Operation	asOperation()
Operation	operation()
ResourceApplyProximalGradientDescent	operation(Operation setter)
static ResourceApplyProximalGradientDescent.Attrs	UseLocking(boolean 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

ResourceApplyProximalGradientDescent

public ResourceApplyProximalGradientDescent(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ResourceApplyProximalGradientDescent

public ResourceApplyProximalGradientDescent(@Const @ByRef
                                            Scope scope,
                                            @ByVal
                                            Input var,
                                            @ByVal
                                            Input alpha,
                                            @ByVal
                                            Input l1,
                                            @ByVal
                                            Input l2,
                                            @ByVal
                                            Input delta)

ResourceApplyProximalGradientDescent

public ResourceApplyProximalGradientDescent(@Const @ByRef
                                            Scope scope,
                                            @ByVal
                                            Input var,
                                            @ByVal
                                            Input alpha,
                                            @ByVal
                                            Input l1,
                                            @ByVal
                                            Input l2,
                                            @ByVal
                                            Input delta,
                                            @Const @ByRef
                                            ResourceApplyProximalGradientDescent.Attrs attrs)

Method Detail

asOperation

@ByVal
 @Name(value="operator tensorflow::Operation")
public Operation asOperation()

UseLocking

@ByVal
public static ResourceApplyProximalGradientDescent.Attrs UseLocking(@Cast(value="bool")
                                                                            boolean x)

operation

@ByRef
public Operation operation()

operation

public ResourceApplyProximalGradientDescent operation(Operation setter)