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<h1 id="distiller-installation">Distiller Installation</h1>
<p>These instructions will help get Distiller up and running on your local machine.</p>
<p>You may also want to refer to these resources:</p>
<ul>
<li><a href="https://github.com/NervanaSystems/distiller#set-up-the-classification-datasets">Dataset installation</a> instructions.</li>
<li><a href="https://nervanasystems.github.io/distiller/jupyter/index.html#installation">Jupyter installation</a> instructions.</li>
</ul>
<p>Notes:
- Distiller has only been tested on Ubuntu 16.04 LTS, and with Python 3.5.
- If you are not using a GPU, you might need to make small adjustments to the code.</p>
<h2 id="clone-distiller">Clone Distiller</h2>
<p>Clone the Distiller code repository from github:</p>
<pre><code>$ git clone https://github.com/NervanaSystems/distiller.git
</code></pre>
<p>The rest of the documentation that follows, assumes that you have cloned your repository to a directory called <code>distiller</code>. <br></p>
<h2 id="create-a-python-virtual-environment">Create a Python virtual environment</h2>
<p>We recommend using a <a href="https://docs.python.org/3/library/venv.html#venv-def">Python virtual environment</a>, but that of course, is up to you.
There's nothing special about using Distiller in a virtual environment, but we provide some instructions, for completeness.<br>
Before creating the virtual environment, make sure you are located in directory <code>distiller</code>. After creating the environment, you should see a directory called <code>distiller/env</code>.
<br></p>
<h3 id="using-virtualenv">Using virtualenv</h3>
<p>If you don't have virtualenv installed, you can find the installation instructions <a href="https://packaging.python.org/guides/installing-using-pip-and-virtualenv/">here</a>.</p>
<p>To create the environment, execute:</p>
<pre><code>$ python3 -m virtualenv env
</code></pre>
<p>This creates a subdirectory named <code>env</code> where the python virtual environment is stored, and configures the current shell to use it as the default python environment.</p>
<h3 id="using-venv">Using venv</h3>
<p>If you prefer to use <code>venv</code>, then begin by installing it:</p>
<pre><code>$ sudo apt-get install python3-venv
</code></pre>
<p>Then create the environment:</p>
<pre><code>$ python3 -m venv env
</code></pre>
<p>As with virtualenv, this creates a directory called <code>distiller/env</code>.<br></p>
<h3 id="activate-the-environment">Activate the environment</h3>
<p>The environment activation and deactivation commands for <code>venv</code> and <code>virtualenv</code> are the same.<br>
<strong>!NOTE: Make sure to activate the environment, before proceeding with the installation of the dependency packages:<br></strong></p>
<pre><code>$ source env/bin/activate
</code></pre>
<h2 id="install-dependencies">Install dependencies</h2>
<p>Finally, install Distiller's dependency packages using <code>pip3</code>:</p>
<pre><code>$ pip3 install -r requirements.txt
</code></pre>
<p>PyTorch is included in the <code>requirements.txt</code> file, and will currently download PyTorch version 3.1 for CUDA 8.0. This is the setup we've used for testing Distiller.</p>
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