Multidimensional LSTMs are the de-facto standard in handwriting recognition, but unfortunately, I can’t find any implementation in pytorch. There is this library https://github.com/jpuigcerver/rnn2d 9 that is well optimized. Is there any way to use the multidimensional LSTM 2D as a pytorch module?