Grenade.Layers.Merge

Description

Synopsis

Documentation

data Merge :: * -> * -> * where Source #

A Merging layer.

Similar to Concat layer, except sums the activations instead of creating a larger shape.

Constructors

Merge :: x -> y -> Merge x y

Instances

(Show x, Show y) => Show (Merge x y) Source #
Methods showsPrec :: Int -> Merge x y -> ShowS # show :: Merge x y -> String # showList :: [Merge x y] -> ShowS #
(Serialize a, Serialize b) => Serialize (Merge a b) Source #
Methods put :: Putter (Merge a b) # get :: Get (Merge a b) #
(UpdateLayer x, UpdateLayer y) => UpdateLayer (Merge x y) Source #	Run two layers in parallel, combining their outputs. This just kind of "smooshes" the weights together.
Associated Types type Gradient (Merge x y) :: * Source # Methods runUpdate :: LearningParameters -> Merge x y -> Gradient (Merge x y) -> Merge x y Source # createRandom :: MonadRandom m => m (Merge x y) Source # runUpdates :: LearningParameters -> Merge x y -> [Gradient (Merge x y)] -> Merge x y Source #
(SingI Shape i, SingI Shape o, Layer x i o, Layer y i o) => Layer (Merge x y) i o Source #	Combine the outputs and the inputs, summing the output shape
Associated Types type Tape (Merge x y) (i :: Shape) (o :: Shape) :: * Source # Methods runForwards :: Merge x y -> S i -> (Tape (Merge x y) i o, S o) Source # runBackwards :: Merge x y -> Tape (Merge x y) i o -> S o -> (Gradient (Merge x y), S i) Source #
type Gradient (Merge x y) Source #
type Gradient (Merge x y) = (Gradient x, Gradient y)
type Tape (Merge x y) i o Source #
type Tape (Merge x y) i o = (Tape x i o, Tape y i o)