Tricks on training LSTM with Pytorch

Training LSTM is not a easy thing for beginner in this field. There are a lot of tricks in choosing the most appropriate hyperparameters and structures, which has to be learned from a lot of experience. In this article, I'd love to share some tricks that I summarized from my experience and docs on the Internet.