AWS Neuron is the SDK for AWS Inferentia, the custom designed machine learning chips enabling high-performance deep learning inference applications on EC2 Inf1 instances. Neuron includes a deep learning compiler, runtime and tools that are natively integrated into TensorFlow, PyTorch and Apache MXNet (Incubating). With Neuron, you can develop, profile, and deploy high-performance inference applications on top of EC2 Inf1 instances.
Check :ref:`neuron-release-content`, :ref:`Neuron Performance page <appnote-performance-benchmark>` and :ref:`neuron-whatsnew` in latest Neuron release.
.. toctree:: :maxdepth: 1 :caption: Getting Started QuickStart </neuron-intro/get-started> PyTorch </neuron-guide/neuron-frameworks/pytorch-neuron/index> TensorFlow </neuron-guide/neuron-frameworks/tensorflow-neuron/index> Apache MXNet (Incubating) </neuron-guide/neuron-frameworks/mxnet-neuron/index> Tutorials </neuron-intro/tutorials> Performance </neuron-guide/benchmark/index> What’s New </release-notes/index>
.. toctree:: :maxdepth: 1 :caption: Learning Neuron Neuron Features </neuron-guide/technotes/index> Neuron Developer Flows </neuron-intro/devflows/dev-flows> Containers </neuron-deploy/index> Application Notes </neuron-guide/appnotes> Neuron FAQ </faq>
.. toctree:: :maxdepth: 1 :caption: Neuron SDK Setup Guide </neuron-intro/neuron-install-guide> Neuron Compiler </neuron-guide/neuron-cc/index> Neuron Runtime </neuron-guide/neuron-runtime/index> Neuron Tools </neuron-guide/neuron-tools/index> Release Details </release-notes/releasecontent> Roadmap </neuron-intro/roadmap-readme> Support </neuron-intro/releaseinfo>