I want to use all data in training, but in test I just want to use every second samples only. But when I do this, outputs of lstm are not good. It seems the LSTM hidden state needs to be updated using both data not just second one. I’m looking for a trick to make it work, in training or in test phase. I’m thinking of input dropout or sth like that.