Why do we need TensorFlow tf.Graph? : <p>What is the purpose of:</p>

<pre><code>with tf.Graph().as_default()
</code></pre>

<p>I have some tensorflow code that uses the above.
However, the code has only one graph, so why do we need this?</p>
