lamp-core
API
Generated with
lamp-core/lamp/lamp.nn/SGDW

SGDW

lamp.nn.SGDW
See theSGDW companion object
case class SGDW(parameters: Seq[(STen, PTag)], learningRate: OptimizerHyperparameter, weightDecay: OptimizerHyperparameter, momentum: Option[OptimizerHyperparameter], clip0: Option[Double]) extends Optimizer

Attributes

Companion
object
Graph
Supertypes
trait Serializable
trait Product
trait Equals
trait Optimizer
class Object
trait Matchable
class Any
Show all

Members list

Value members

Concrete methods

def load(tensors: Seq[STen]): Unit
def release(): Unit
def state: Seq[STen]
def step(gradients: Seq[Option[STen]], scheduleFactor: Double): Unit

Inherited methods

def productElementNames: Iterator[String]

Attributes

Inherited from:
Product
def productIterator: Iterator[Any]

Attributes

Inherited from:
Product

Concrete fields

val clip: Option[STen]
val scope: Scope
val velocity: Seq[Option[(STen, OptimizerHyperparameter)]]
Generated with