Grenade.Layers.Trivial

Description

Synopsis

Documentation

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

Instances

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