Long short-term memory (LSTM) and gate recurrent unit (GRU) are both popular versions of RNNs that have long-term memory. In a study using LSTM as well as GRU on the same Yelp review dataset it was found that GRU was 29.29% faster at processing the dataset than LSTM was.