diff --git a/tensorflow/docs_src/tutorials/wide.md b/tensorflow/docs_src/tutorials/wide.md
index 6292c1a01e4..ba16e12a723 100644
--- a/tensorflow/docs_src/tutorials/wide.md
+++ b/tensorflow/docs_src/tutorials/wide.md
@@ -383,7 +383,7 @@ API:
 ```python
 # set num_epochs to None to get infinite stream of data.
 m.train(
-    input_fn=input_fn(train_file_name, num_epochs=None, shuffle=True),
+    input_fn=input_fn(train_file.name, num_epochs=None, shuffle=True),
     steps=train_steps)
 ```
 
@@ -392,7 +392,7 @@ the labels of the holdout data:
 
 ```python
 results = m.evaluate(
-    input_fn=input_fn(test_file_name, num_epochs=1, shuffle=False),
+    input_fn=input_fn(test_file.name, num_epochs=1, shuffle=False),
     steps=None)
 print("model directory = %s" % model_dir)
 for key in sorted(results):