The current default parameter for batch_size requires a great amount of RAM, so most of the time this mean we need to pass a custom configuration file to overwrite this value. We should have some sort of sane defaults, maybe based on the number of nodes/edges of the graph, to avoid the user additional and unecessary tunning.