diff --git a/answer_classifier_cached_features/train.py b/answer_classifier_cached_features/train.py
index 3be65a17fce29ad4616c30c522f1fa4b96c6eaa0..f998d1c67a9b8ab53ff95a5862d2feef6637fa53 100644
--- a/answer_classifier_cached_features/train.py
+++ b/answer_classifier_cached_features/train.py
@@ -742,7 +742,7 @@ class attach_optimizer():
         with graph.tf_graph.as_default():
             all_trainable_vars = tf.trainable_variables()
 
-            self.not_to_train = graph.object_attribute_vars + graph.word_vec_vars
+            self.not_to_train = []#graph.object_attribute_vars + graph.word_vec_vars
 
             vars_to_train = [
                 var for var in all_trainable_vars