      # at the beginning of training.
      dropout_rates = util.decaying(util.env_opt('dropout_from', 0.2),
                                    util.env_opt('dropout_to', 0.2),
                                    util.env_opt('dropout_decay', 0.0))
      batch_sizes = util.compounding(util.env_opt('batch_from', 1),
                                     util.env_opt('batch_to', 16),
                                     util.env_opt('batch_compound', 1.001))
      max_doc_len = util.env_opt('max_doc_len', 5000)
      corpus = GoldCorpus(train_path, dev_path, limit=n_sents)
      n_train_words = corpus.count_train()
  
 
</s> remove     max_doc_len = util.env_opt('max_doc_len', 5000)
    corpus = GoldCorpus(train_path, dev_path, limit=n_sents)
    n_train_words = corpus.count_train()

 </s> add  </s> remove                 # Important that the labels be stored as a list! We need the
                # order, or the model goes out of synch
                self.cfg.setdefault('extra_labels', []).append(label)
 </s> add 
    batch_sizes = util.compounding(util.env_opt('batch_from', 1000),
                                   util.env_opt('batch_to', 1000),
      # at the beginning of training.
      dropout_rates = util.decaying(util.env_opt('dropout_from', 0.2),
                                    util.env_opt('dropout_to', 0.2),
                                    util.env_opt('dropout_decay', 0.0))
    batch_sizes = util.compounding(util.env_opt('batch_from', 1000),
                                   util.env_opt('batch_to', 1000),
    batch_sizes = util.compounding(util.env_opt('batch_from', 1000),
                                   util.env_opt('batch_to', 1000),
                                     util.env_opt('batch_compound', 1.001))
      max_doc_len = util.env_opt('max_doc_len', 5000)
      corpus = GoldCorpus(train_path, dev_path, limit=n_sents)
      n_train_words = corpus.count_train()
  
keep keep keep keep replace replace keep keep keep keep keep
 Revert "Merge branch 'develop' of https://github.com/explosion/spaCy into develop"

This reverts commit c9ba3d3c2dc7067cf8bd55f878cec45a8c6d73d4, reversing
changes made to 92c26a35d425d4e8ca1b805ea776ea10f5ded3df. 
spacy/cli/train.py