Grenade.Layers.Tanh

Documentation

data Tanh

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

Constructors

Tanh

Instances

Show Tanh

Methods

showsPrec :: Int -> Tanh -> ShowS

show :: Tanh -> String

showList :: [Tanh] -> ShowS

Serialize Tanh

Methods

put :: Putter Tanh

get :: Get Tanh

UpdateLayer Tanh

Associated Types

type Gradient Tanh :: *

Methods

runUpdate :: LearningParameters -> Tanh -> Gradient Tanh -> Tanh

createRandom :: MonadRandom m => m Tanh

runUpdates :: LearningParameters -> Tanh -> [Gradient Tanh] -> Tanh

((~) Shape a b, SingI Shape a) => Layer Tanh a b

Associated Types

type Tape Tanh (a :: Shape) (b :: Shape) :: *

Methods

runForwards :: Tanh -> S a -> (Tape Tanh a b, S b)

runBackwards :: Tanh -> Tape Tanh a b -> S b -> (Gradient Tanh, S a)

type Gradient Tanh

type Gradient Tanh = ()

type Tape Tanh a b

type Tape Tanh a b = S a