lamp-core
API
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lamp-core/lamp/lamp.nn/PerturbedLossCalculation

PerturbedLossCalculation

lamp.nn.PerturbedLossCalculation
class PerturbedLossCalculation[I](noiseLevel: Double) extends LossCalculation[I]

Evaluates the gradient at current point + eps where eps is I * N(0,noiseLevel)

Attributes

Graph
Supertypes
trait LossCalculation[I]
class Object
trait Matchable
class Any

Members list

Value members

Concrete methods

def apply[M <: GenericModule[I, Variable]](samples: I, target: STen, module: M & GenericModule[I, Variable], lossFunction: LossFunction, computeGradients: Boolean, zeroGradBeforeComputingGradients: Boolean, switchStream: Boolean)(implicit scope: Scope): (Variable, Long, Option[Seq[Option[STen]]])
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