org.bytedeco.tensorflow

Class ApplyProximalAdagrad

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.ApplyProximalAdagrad

All Implemented Interfaces:

AutoCloseable

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

Update '*var' and '*accum' according to FOBOS with Adagrad learning rate. accum += grad * grad prox_v = var - lr * grad * (1 / sqrt(accum)) var = sign(prox_v)/(1+lr*l2) * max{|prox_v|-lr*l1,0} Arguments: * scope: A Scope object * var: Should be from a Variable(). * accum: Should be from a Variable(). * lr: Scaling factor. Must be a scalar. * l1: L1 regularization. Must be a scalar. * l2: L2 regularization. Must be a scalar. * grad: The gradient. Optional attributes (see Attrs): * use_locking: If True, updating of the var and accum tensors will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention. Returns: * Output: Same as "var".

Nested Class Summary

Nested Classes

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

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
ApplyProximalAdagrad(Pointer p) Pointer cast constructor.
ApplyProximalAdagrad(Scope scope, Input var, Input accum, Input lr, Input l1, Input l2, Input grad)
ApplyProximalAdagrad(Scope scope, Input var, Input accum, Input lr, Input l1, Input l2, Input grad, ApplyProximalAdagrad.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
ApplyProximalAdagrad	operation(Operation setter)
Output	out()
ApplyProximalAdagrad	out(Output setter)
static ApplyProximalAdagrad.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

ApplyProximalAdagrad

public ApplyProximalAdagrad(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ApplyProximalAdagrad

public ApplyProximalAdagrad(@Const @ByRef
                            Scope scope,
                            @ByVal
                            Input var,
                            @ByVal
                            Input accum,
                            @ByVal
                            Input lr,
                            @ByVal
                            Input l1,
                            @ByVal
                            Input l2,
                            @ByVal
                            Input grad)

ApplyProximalAdagrad

public ApplyProximalAdagrad(@Const @ByRef
                            Scope scope,
                            @ByVal
                            Input var,
                            @ByVal
                            Input accum,
                            @ByVal
                            Input lr,
                            @ByVal
                            Input l1,
                            @ByVal
                            Input l2,
                            @ByVal
                            Input grad,
                            @Const @ByRef
                            ApplyProximalAdagrad.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()

UseLocking

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

operation

@ByRef
public Operation operation()

operation

public ApplyProximalAdagrad operation(Operation setter)

out

@ByRef
public Output out()

out

public ApplyProximalAdagrad out(Output setter)