The tensorflow implement of "Training RNNs as Fast as CNNs". Paper: https://arxiv.org/abs/1709.02755
In a seq2seq task, the SRU training speed is 1.6x faster than the tensorflow's BasicLSTMCell. And the accuracy is a little better than LSTM. (Use feed_dict, one training thread.)