From 95fc0176d1fdd2fc636ffc15b6d11fbcabbf0a78 Mon Sep 17 00:00:00 2001
From: Matthew Honnibal <honnibal+gh@gmail.com>
Date: Mon, 17 Dec 2018 23:08:31 +0000
Subject: [PATCH] Pass tagger options in begin_training

---
 spacy/pipeline.pyx | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/spacy/pipeline.pyx b/spacy/pipeline.pyx
index ad646f25f..81cf1ea69 100644
--- a/spacy/pipeline.pyx
+++ b/spacy/pipeline.pyx
@@ -711,6 +711,9 @@ class Tagger(Pipe):
                                           exc=vocab.morphology.exc)
         self.cfg['pretrained_vectors'] = kwargs.get('pretrained_vectors')
         if self.model is True:
+            for hp in ['token_vector_width', 'conv_depth']:
+                if hp in kwargs:
+                    self.cfg[hp] = kwargs[hp]
             self.model = self.Model(self.vocab.morphology.n_tags, **self.cfg)
         link_vectors_to_models(self.vocab)
         if sgd is None: