dyer_lstm.py 文件源码

def __init__(self, insize, outsize):
        self.insize = insize
        self.outsize = outsize
        self.h = None
        self.c = None
        self.peep_dim = insize + 2 * outsize
        super(DyerLSTM, self).__init__(
                linear_in=F.Linear(self.peep_dim, outsize, bias=0.25,
                    wscale=_dyer_init(self.peep_dim, outsize)),
                linear_c=F.Linear(insize + outsize, outsize,
                    wscale=_dyer_init(insize + outsize, outsize)),
                linear_out=F.Linear(self.peep_dim, outsize,
                    wscale=_dyer_init(self.peep_dim, outsize))
                )