Is it possible to use rnn2d from pytorch

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 that is well optimized. Is there any way to use the multidimensional LSTM 2D as a pytorch module?