fhieber commented on a change in pull request #10139: [REQUEST FOR REVIEW] 
[MXNET-109] Logging APIs for Visualizing MXNet Data in TensorBoard
URL: https://github.com/apache/incubator-mxnet/pull/10139#discussion_r175684515
 
 

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 File path: docs/api/python/contrib/summary.md
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+# Logging MXNet Data for Visualization in TensorBoard
+
+## Overview
+
+The module `mxnet.contrib.summary` enables MXNet users to visualize data in
+[TensorBoard](https://www.tensorflow.org/programmers_guide/summaries_and_tensorboard).
 
+Please note that this module only provides the APIs for data logging. For 
visualization,
+users still need to install TensorBoard.
+
+### How to install TensorBoard
+To launch TensorBoard for visualization, make sure you have the
+[official release of TensorBoard](https://pypi.python.org/pypi/tensorboard) 
installed.
+You can type `pip install tensorboard` on you machine to install TensorBoard.
 
 Review comment:
   Small comment: the official Tensorboard package requires Tensorflow, but 
does not declare this dependency in the pypi package 
(https://pypi.python.org/pypi/tensorboard). So you might need to add a 'pip 
install tensorflow' here.

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