We trained the LSTM model with the best reported settings in <cite>Yuan et al. (2016)</cite> (hidden layer size h = 2048, embedding dimensionality p = 512) using a machine equipped with an Intel Xeon E5-2650, 256GB of RAM, 8TB of disk space, and two nVIDIA GeForce GTX 1080 Ti GPUs.