espnet.nets.chainer_backend.rnn.encoders.RNNP

source

class espnet.nets.chainer_backend.rnn.encoders.RNNP(idim, elayers, cdim, hdim, subsample, dropout, typ='blstm')

Bases: Chain

RNN with projection layer module.

• Parameters:
  • idim (int) – Dimension of inputs.
  • elayers (int) – Number of encoder layers.
  • cdim (int) – Number of rnn units. (resulted in cdim * 2 if bidirectional)
  • hdim (int) – Number of projection units.
  • subsample (np.ndarray) – List to use sabsample the input array.
  • dropout (float) – Dropout rate.
  • typ (str) – The RNN type.