As far as my knowledge, when we make nn.LSTM(.. hidden_dim, bidirectional = True) we tend to make the next fully connected layer self.fc1 = nn.Linear(hidden_dim*2..), with this I believe we make this fully connected layer bi-directional as well. If so, then could we make self.fc2 bi-directional as well?
Please rectify me if I have wrong understanding.