Next part: train the rnn to memorize/predict a sequence of integers. On the way, pass through adding a criterion, calculating the loss, backpropping thel oss, creating an optimizer, handling embedding/unembedding, and taking the argmax. Whew! 
Train pytorch rnn to predict a sequence of integers