readme: Just for performing some experiments. Do not use.
  
  This needed to be restarted at 100k. I am getting memory errors at the end of the epoch. Not really sure why. 
  
  Step 2 is therefore on train_2__4. Static learning rate for a while. The first 100k ended at 0.59. This is decent so early. No point in running more epochs here though. Changing the corpus and continue training.
  
  
  