Grenade.Layers.Dropout

Documentation

data Dropout

Constructors

Dropout

Fields

• dropoutRate :: Double
• dropoutSeed :: Int

Instances

Show Dropout

Methods

showsPrec :: Int -> Dropout -> ShowS

show :: Dropout -> String

showList :: [Dropout] -> ShowS

UpdateLayer Dropout

Associated Types

type Gradient Dropout :: *

Methods

runUpdate :: LearningParameters -> Dropout -> Gradient Dropout -> Dropout

createRandom :: MonadRandom m => m Dropout

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

KnownNat i => Layer Dropout (D1 i) (D1 i)

Associated Types

type Tape Dropout (D1 i :: Shape) (D1 i :: Shape) :: *

Methods

runForwards :: Dropout -> S (D1 i) -> (Tape Dropout (D1 i) (D1 i), S (D1 i))

runBackwards :: Dropout -> Tape Dropout (D1 i) (D1 i) -> S (D1 i) -> (Gradient Dropout, S (D1 i))

type Gradient Dropout

type Gradient Dropout = ()

type Tape Dropout (D1 i) (D1 i)

type Tape Dropout (D1 i) (D1 i) = ()

randomDropout :: MonadRandom m => Double -> m Dropout