Grenade.Layers.Trivial

Documentation

data Trivial

A Trivial layer.

This can be used to pass an unchanged value up one side of a graph, for a Residual network for example.

Constructors

Trivial

Instances

Show Trivial

Methods

showsPrec :: Int -> Trivial -> ShowS

show :: Trivial -> String

showList :: [Trivial] -> ShowS

Serialize Trivial

Methods

put :: Putter Trivial

get :: Get Trivial

UpdateLayer Trivial

Associated Types

type Gradient Trivial :: *

Methods

runUpdate :: LearningParameters -> Trivial -> Gradient Trivial -> Trivial

createRandom :: MonadRandom m => m Trivial

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

(~) Shape a b => Layer Trivial a b

Associated Types

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

Methods

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

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

type Gradient Trivial

type Gradient Trivial = ()

type Tape Trivial a b

type Tape Trivial a b = ()