Torch.NN.Recurrent.Cell.Elman

Documentation

data ElmanSpec

Constructors

ElmanSpec

Fields

• inputSize :: Int
• hiddenSize :: Int

Instances

Show ElmanSpec

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

showsPrec :: Int -> ElmanSpec -> ShowS

show :: ElmanSpec -> String

showList :: [ElmanSpec] -> ShowS

Eq ElmanSpec

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

(==) :: ElmanSpec -> ElmanSpec -> Bool

(/=) :: ElmanSpec -> ElmanSpec -> Bool

Randomizable ElmanSpec ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

sample :: ElmanSpec -> IO ElmanCell

data ElmanCell

Constructors

ElmanCell

Fields

• weightsIH :: Parameter
• weightsHH :: Parameter
• biasIH :: Parameter
• biasHH :: Parameter

Instances

Generic ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

Associated Types

type Rep ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

type Rep ElmanCell = D1 ('MetaData "ElmanCell" "Torch.NN.Recurrent.Cell.Elman" "hasktorch-0.2.1.2-inplace" 'False) (C1 ('MetaCons "ElmanCell" 'PrefixI 'True) ((S1 ('MetaSel ('Just "weightsIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "weightsHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter)) :*: (S1 ('MetaSel ('Just "biasIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "biasHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter))))

Methods

from :: ElmanCell -> Rep ElmanCell x

to :: Rep ElmanCell x -> ElmanCell

Show ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

showsPrec :: Int -> ElmanCell -> ShowS

show :: ElmanCell -> String

showList :: [ElmanCell] -> ShowS

Parameterized ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

flattenParameters :: ElmanCell -> [Parameter]

_replaceParameters :: ElmanCell -> ParamStream ElmanCell

Randomizable ElmanSpec ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

Methods

sample :: ElmanSpec -> IO ElmanCell

type Rep ElmanCell

Defined in Torch.NN.Recurrent.Cell.Elman

type Rep ElmanCell = D1 ('MetaData "ElmanCell" "Torch.NN.Recurrent.Cell.Elman" "hasktorch-0.2.1.2-inplace" 'False) (C1 ('MetaCons "ElmanCell" 'PrefixI 'True) ((S1 ('MetaSel ('Just "weightsIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "weightsHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter)) :*: (S1 ('MetaSel ('Just "biasIH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter) :*: S1 ('MetaSel ('Just "biasHH") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Parameter))))

elmanCellForward

Arguments

:: ElmanCell

cell parameters

-> Tensor

input

-> Tensor

hidden

-> Tensor

output