Graph using tensorboard

Question

How can see the graph, generated by TensorFlow using Tensorboard? Can anyone provide a simple example? I am very new to tensorflow. I am using python as well.

Thanks in advance!!

mrry · Accepted Answer · 2017-02-21 17:40:17Z

2

You need to create a tf.summary.FileWriter that writes your graph to a TensorBoard log. For instance:

summary_writer = tf.summary.FileWriter('logs', graph=tf.get_default_graph())
summary_writer.flush()

And then launch tensorboard with the appropriate --logdir parameter.

edited Feb 21, 2017 at 17:40

mrry

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answered Feb 21, 2017 at 14:11

Benoit Seguin

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fabmilo Over a year ago

and then open the browser at localhost:6006 and click on the graph tab :)

Gaurab Panthee · Accepted Answer · 2017-10-18 04:18:57Z

First of all you need to create your computational graph

import tensorflow as tf

a = tf.constant(3)
b = tf.constant(4)

c = a+b

with tf.Session() as sess:
    File_Writer = tf.summary.FileWriter('/home/theredcap/Documents/CS/Personal/Projects/Test/tensorflow/tensorboard/' , sess.graph )
    print(sess.run(c))

Here the tf.summary.FileWriter(' path to store your logs')writes the graph to the Tensorflow log

Then all you have to do is access the tensorboard with the mentioned log/graph that you just wrote with

tensorboard --logdir "path/to/logs"

Note: When I did

tensorboard --logdir = "the above mentioned path"

Nothing was displayed on my tensorboard

For more info

https://github.com/tensorflow/tensorboard/blob/master/README.md

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