Grow and Prune Compact, Fast, and Accurate LSTMs

Xiaoliang Dai, Hongxu Yin, Niraj K. Jha

Long short-term memory (LSTM) has been widely used for sequential data modeling. Researchers have increased LSTM depth by stacking LSTM cells to improve performance. This incurs mo…