Grenade.Layers.Tanh

Description

Synopsis

Documentation

A Tanh layer. A layer which can act between any shape of the same dimension, perfoming a tanh function.

Constructors

Instances

Show Tanh Source #
Methods showsPrec :: Int -> Tanh -> ShowS # show :: Tanh -> String # showList :: [Tanh] -> ShowS #
Serialize Tanh Source #
Methods put :: Putter Tanh # get :: Get Tanh #
UpdateLayer Tanh Source #
Associated Types type Gradient Tanh :: * Source # Methods runUpdate :: LearningParameters -> Tanh -> Gradient Tanh -> Tanh Source # createRandom :: MonadRandom m => m Tanh Source # runUpdates :: LearningParameters -> Tanh -> [Gradient Tanh] -> Tanh Source #
((~) Shape a b, SingI Shape a) => Layer Tanh a b Source #
Associated Types type Tape Tanh (a :: Shape) (b :: Shape) :: * Source # Methods runForwards :: Tanh -> S a -> (Tape Tanh a b, S b) Source # runBackwards :: Tanh -> Tape Tanh a b -> S b -> (Gradient Tanh, S a) Source #
type Gradient Tanh Source #
type Gradient Tanh = ()
type Tape Tanh a b Source #
type Tape Tanh a b = S a