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| <div id="banner-title">Flexible and Efficient Library for Deep Learning</div> |
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| <h3><i class="fa fa-flag"></i> Flexible</h3> |
| <p>Supports both imperative and symbolic programming</p> |
| </div> |
| <div class="col-lg-4 col-sm-6"> |
| <h3><i class="fa fa-cube"></i> Portable</h3> |
| <p>Runs on CPUs or GPUs, on clusters, servers, desktops, or mobile phones</p> |
| </div> |
| <div class="col-lg-4 col-sm-6"> |
| <h3><i class="fa fa-wrench"></i>Multiple Languages</h3> |
| <p>Supports multiple languages, including C++, Python, R, Scala, Julia, Perl, Matlab and Javascript - All with the same amazing performance.</p> |
| </div> |
| <div class="col-lg-4 col-sm-6"> |
| <h3><i class="fa fa-cogs"></i> Auto-Differentiation</h3> |
| <p>Calculates the gradient automatically for training a model</p> |
| </div> |
| <div class="col-lg-4 col-sm-6"> |
| <h3><i class="fa fa-cloud"></i>Distributed on Cloud</h3> |
| <p>Supports distributed training on multiple CPU/GPU machines, including AWS, |
| GCE, Azure, and Yarn clusters</p> |
| </div> |
| <div class="col-lg-4 col-sm-6"> |
| <h3><i class="fa fa-rocket"></i> Performance</h3> |
| <p>Optimized C++ backend engine parallelizes both I/O and computation</p> |
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| <p> |
| MXNet is developed by collaborators from multiple universities and |
| companies. We sincerely thank the following organizations for supporting |
| MXNet and sponsoring its major developers (alphabetical order). |
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