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-rw-r--r--tensorflow/tensorboard/README.md6
1 files changed, 3 insertions, 3 deletions
diff --git a/tensorflow/tensorboard/README.md b/tensorflow/tensorboard/README.md
index c3c8ade6c6..a53a80eb47 100644
--- a/tensorflow/tensorboard/README.md
+++ b/tensorflow/tensorboard/README.md
@@ -21,7 +21,7 @@ directory by creating a `SummaryWriter`:
``` python
# sess.graph_def is the graph definition; that enables the Graph Visualizer.
-summary_writer = tf.train.SummaryWriter('/path/to/logs', sess.graph_def)
+summary_writer = tf.train.SummaryWriter('/path/to/logs', sess.graph)
```
For more details, see [this
@@ -115,9 +115,9 @@ For example, here is a well-organized TensorBoard log directory, with two runs,
# The Visualizations
-### Scalar Dashboard
+### Events Dashboard
-TensorBoard's Scalar Dashboard visualizes scalar statistics that vary over time;
+TensorBoard's Events Dashboard visualizes scalar statistics that vary over time;
for example, you might want to track the model's loss or learning rate. As
described in *Key Concepts*, you can compare multiple runs, and the data is
organized by tag. The line charts have the following interactions: