.. _neuron_faq:

.. meta::
   :description: Frequently Asked Questions (FAQ) about the AWS Neuron SDK, including topics on Neuron 2.x, training, inference, runtime, compiler, containers, and ONNX support.
   :date-modified: 2025-10-03

Neuron FAQ
==========

This topic provides links to frequently asked questions (FAQs) about the AWS Neuron SDK, organized by Neuron component.

Neuron 2.x FAQ
--------------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: neuron2-intro-faq
      :link-type: ref

      **Neuron 2.x Introduction FAQ**
      ^^^
      Common questions about Neuron 2.x features and migration

Training-specific FAQ
---------------------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: neuron-training-faq
      :link-type: ref

      **Neuron Training FAQ**
      ^^^
      Frequently asked questions about training models on Neuron

Inference-specific FAQ
----------------------

.. grid:: 1 1 2 2
   :gutter: 2

   .. grid-item-card::
      :link: neuron-f1-faq
      :link-type: ref

      **Neuron F1 FAQ**
      ^^^
      Questions about F1 instance inference capabilities

   .. grid-item-card::
      :link: trouble-shooting-inf1-faq
      :link-type: ref

      **Inf1 Troubleshooting FAQ**
      ^^^
      Common ``Inf1`` instance issues and solutions

   .. grid-item-card::
      :link: neuronperf_faq
      :link-type: ref

      **NeuronPerf FAQ**
      ^^^
      Performance benchmarking tool questions

Neuron Runtime FAQ
------------------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: neuron-runtime-faq
      :link-type: ref

      **Neuron Runtime FAQ**
      ^^^
      Runtime configuration and execution questions

Neuron Compiler FAQ
-------------------

.. grid:: 1 1 2 2
   :gutter: 2

   .. grid-item-card::
      :link: neuronx_compiler_faq
      :link-type: ref

      **NeuronX Compiler FAQ**
      ^^^
      Questions about the NeuronX compiler for Trn1/Inf2

   .. grid-item-card::
      :link: neuron_compiler_faq
      :link-type: ref

      **Neuron Compiler FAQ**
      ^^^
      Questions about the Neuron compiler for Inf1

Neuron DLCs FAQ
---------------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: container-faq
      :link-type: ref

      **Neuron Containers FAQ**
      ^^^
      Container deployment and configuration questions

Support
-------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: contribute-faq
      :link-type: ref

      **Contribute FAQ**
      ^^^
      Questions about contributing to the Neuron project