Safe Haskell	Safe-Inferred
Language	Haskell2010

Torch.NN.Recurrent.Cell.LSTM

Documentation

data LSTMSpec Source #

Constructors

LSTMSpec
Fields inputSize :: Int hiddenSize :: Int

Instances

Instances details

Show LSTMSpec Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods showsPrec :: Int -> LSTMSpec -> ShowS Source # show :: LSTMSpec -> String Source # showList :: [LSTMSpec] -> ShowS Source #
Eq LSTMSpec Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods (==) :: LSTMSpec -> LSTMSpec -> Bool Source # (/=) :: LSTMSpec -> LSTMSpec -> Bool Source #
Randomizable LSTMSpec LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods sample :: LSTMSpec -> IO LSTMCell Source #

data LSTMCell Source #

Constructors

LSTMCell
Fields weightsIH :: Parameter weightsHH :: Parameter biasIH :: Parameter biasHH :: Parameter

Instances

Instances details

Generic LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Associated Types type Rep LSTMCell :: Type -> Type Source # Methods from :: LSTMCell -> Rep LSTMCell x Source # to :: Rep LSTMCell x -> LSTMCell Source #
Show LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods showsPrec :: Int -> LSTMCell -> ShowS Source # show :: LSTMCell -> String Source # showList :: [LSTMCell] -> ShowS Source #
Parameterized LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods flattenParameters :: LSTMCell -> [Parameter] Source # _replaceParameters :: LSTMCell -> ParamStream LSTMCell Source #
Randomizable LSTMSpec LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM Methods sample :: LSTMSpec -> IO LSTMCell Source #
type Rep LSTMCell Source #
Instance details Defined in Torch.NN.Recurrent.Cell.LSTM type Rep LSTMCell = D1 ('MetaData "LSTMCell" "Torch.NN.Recurrent.Cell.LSTM" "hasktorch-0.2.0.0-F6yFRaDiRF49lpq95SVuR8" 'False) (C1 ('MetaCons "LSTMCell" '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))))

lstmCellForward Source #

Arguments

:: LSTMCell	cell parameters
-> (Tensor, Tensor)	(hidden, cell)
-> Tensor	input
-> (Tensor, Tensor)	output (hidden, cell)