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diff --git a/tensorflow/tensorboard/README.md b/tensorflow/tensorboard/README.md
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+++ b/tensorflow/tensorboard/README.md
@@ -16,7 +16,7 @@ Before running TensorBoard, make sure you have generated summary data in a log
directory by creating a summary writer:
``` python
-# sess.graph_def is the graph definition; that enables the Graph Visualizer.
+# sess.graph contains the graph definition; that enables the Graph Visualizer.
file_writer = tf.summary.FileWriter('/path/to/logs', sess.graph)
```