model.py 文件源码

def forward(self, x):
        embed = self.embed(x)
        x = embed.view(len(x), embed.size(1), -1)
        bilstm_out, self.hidden = self.bilstm(x, self.hidden)

        bilstm_out = torch.transpose(bilstm_out, 0, 1)
        bilstm_out = torch.transpose(bilstm_out, 1, 2)

        bilstm_out = F.tanh(bilstm_out)
        bilstm_out = F.max_pool1d(bilstm_out, bilstm_out.size(2)).squeeze(2)
        y = self.hidden2label1(bilstm_out)
        y = self.hidden2label2(y)
        logit = y
        return logit