.. _neuron_faq:

Other Neuron FAQs
=================

Frequently asked questions about AWS Neuron SDK, covering general topics, inference, training, ONNX support, and contributing guidelines. 

.. note::
    This content may not be be up to date as of 2026, and often pertains to older or now-unsupported platforms and components.

General FAQs
-------------

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

   .. grid-item-card::
      :link: neuron2-intro-faq
      :link-type: doc
      :class-card: sd-border-1

      **Neuron 2.x Introduction FAQ**
      ^^^
      Common questions about Neuron 2.x and Trn1 general availability

   .. grid-item-card::
      :link: onnx-faq
      :link-type: doc
      :class-card: sd-border-1

      **ONNX FAQ**
      ^^^
      Using ONNX models with AWS Neuron

   .. grid-item-card::
      :link: contributing-faq
      :link-type: doc
      :class-card: sd-border-1

      **Contributing Guidelines FAQ**
      ^^^
      How to report bugs, request features, and contribute to Neuron

Inference FAQs
---------------

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

   .. grid-item-card::
      :link: inference/neuron-faq
      :link-type: doc
      :class-card: sd-border-1

      **Inference with Neuron FAQ**
      ^^^
      Common questions about running inference workloads on AWS Neuron

   .. grid-item-card::
      :link: inference/trouble-shooting-faq
      :link-type: doc
      :class-card: sd-border-1

      **Troubleshooting for Inf1 FAQ**
      ^^^
      Debugging and troubleshooting inference issues on Inf1 instances

Training FAQs
-------------

.. grid:: 1
   :gutter: 2

   .. grid-item-card::
      :link: training/neuron-training
      :link-type: doc
      :class-card: sd-border-1

      **Training with Neuron FAQ**
      ^^^
      Common questions about training models on Trainium instances

.. toctree::
   :maxdepth: 1
   :hidden:

   Neuron 2.x Introduction FAQ <neuron2-intro-faq>
   ONNX FAQ <onnx-faq>
   Contributing Guidelines FAQ <contributing-faq>
   Inference with Neuron FAQ <inference/neuron-faq>
   Troubleshooting for Inf1 FAQ <inference/trouble-shooting-faq>
   Training with Neuron FAQ <training/neuron-training>