For example, there are 80 parent nodes in the taxonomy of the DBpedia dataset and HDLTex needs to build 80 RNNs, where each subclassifier contains around 67 million parameters.
we can barely fit the whole model of HDLTex on our CPU 7 because it requires 60 GB RAM to build these 80 deep neural networks.