sentence1: we use the seq2seq attention architecture with 2 lstm layers for both encoder and decoder , and 512 hidden nodes in each layer .
sentence2: our nmt is based on an encoderdecoder with attention design , using bidirectional lstm layers for encoding and unidirectional layers for decoding .