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---
title: PyTorch
id: home
permalink: /
layout: default
---
<section class="hero wrap">
<div class="container">
<div class="inner">
<h1>Tensors and Dynamic neural networks in Python <br> with strong GPU acceleration.</h1>
<h2>PyTorch is a deep learning framework that puts Python first.</h2>
<h2>We are in an early-release Beta. Expect some adventures.</h2>
<a class="btn" href="/about/">Learn More</a>
</div>
</div>
<a href="https://github.com/pytorch/pytorch"><img style="position:absolute;top:0;right:0;border:0;" src="https://camo.githubusercontent.com/38ef81f8aca64bb9a64448d0d70f1308ef5341ab/68747470733a2f2f73332e616d617a6f6e6177732e636f6d2f6769746875622f726962626f6e732f666f726b6d655f72696768745f6461726b626c75655f3132313632312e706e67" alt="Fork me on GitHub" data-canonical-src="https://s3.amazonaws.com/github/ribbons/forkme_right_darkblue_121621.png"></a>
</section>
<section class="install-wizard wrap">
<div class="container">
<div class="row">
<div class="col-md-5 title">
<h3>Get Started.</h3>
<h4>Select your preferences, then run the <br> PyTorch install command. <br /> <br /> <b>Please ensure that you are on the latest pip and numpy packages. <br /> Anaconda is our recommended package manager</b></h4>
</div>
<div class="col-md-7 options-sets">
<div class="option-row os" data-key="os">
<div class="option-label">OS</div>
<div class="option-set">
<div class="btn selected">Linux</div>
<div class="btn">OSX</div>
</div>
</div>
<div class="option-row pm" data-key="pm">
<div class="option-label">Package Manager</div>
<div class="option-set">
<div class="btn selected">conda</div>
<div class="btn">pip</div>
<div class="btn">Source</div>
</div>
</div>
<div class="option-row python" data-key="python">
<div class="option-label">Python</div>
<div class="option-set">
<div class="btn">2.7</div>
<div class="btn selected">3.5</div>
<div class="btn">3.6</div>
</div>
</div>
<div class="option-row cuda" data-key="cuda">
<div class="option-label">CUDA</div>
<div class="option-set">
<div class="btn">7.5</div>
<div class="btn selected">8.0</div>
<div class="btn">None</div>
</div>
</div>
</div>
</div>
<div class="command">
<div class="label">Run this command:</div>
<div class="text"></div>
</div>
</div>
</section>
<section class="projects-tutorials wrap">
<div class="container">
<div class="row">
<div class="col-md-6 box projects">
<img src="/static/img/projects.svg">
<h3>Example Projects</h3>
<h4>Browse projects built using PyTorch.</h4>
<a class="btn" href="https://github.com/pytorch/examples">Explore Examples</a>
</div>
<div class="col-md-6 box tutorials">
<img src="/static/img/tutorials.svg">
<h3>Tutorials</h3>
<h4>Learn how to use the PyTorch library</h4>
<a class="btn" href="http://pytorch.org/tutorials/">Browse Tutorials</a>
</div>
</div>
</div>
</section>
<section class="logos wrap">
<div class="container">
<h3>Companies & Universities developing PyTorch</h3>
<div class="row">
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/facebook.png" class="larger">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/twitter.svg" class="smaller">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/nvidia.png" class="larger">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/salesforce.png" class="smaller">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/paris_tech.png">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/cmu.jpg">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/upmc.jpg">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/digital_reasoning.svg">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/stanford.png">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/oxford.png" style="padding:15%">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/nyu.png" style="padding:15%">
</div>
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/inria.png">
</div>
<!-- <div class="col-sm-3 col-xs-6 col-sm-offset-3"> -->
<!-- <img src="/static/img/logos/inria.png"> -->
<!-- </div> -->
<div class="col-sm-3 col-xs-6">
<img src="/static/img/logos/ens.jpg" class="smallerer">
</div>
</div>
</div>
</section>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script>
(function($, cmdMap) {
var cmdTxt = $('.command .text');
var opts = {
cuda: '8.0',
os: 'linux',
pm: 'conda',
python: '3.5'
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return opts.pm.toLowerCase() + ',' + opts.os.toLowerCase() + ',cuda'
+ opts.cuda.toLowerCase() + ',python' + opts.python.toLowerCase();
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function updateCommand() {
var match = cmdMap[buildMatcher(opts)];
if (typeof match === 'undefined') {
console.log(opts)
match = '# Follow instructions at this URL: <br/> https://github.com/pytorch/pytorch#from-source';
}
cmdTxt.html(match);
}
function selectOption(ev) {
var el = $(this);
el.siblings().removeClass('selected');
el.addClass('selected');
opts[el.parents('.option-row').data('key')] = el.text();
updateCommand();
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$('.option-set').on('click', '.btn', selectOption);
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}(jQuery, {
{% for opt in site.data.wizard %}
'{{ opt.matcher }}': '{{ opt.cmd }}',
{% endfor %}
}));
</script>
<script>
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