Archived AWS Neuron SDK documentation

Note

This page contains archived tutorials and other documentation for older versions of the AWS Neuron SDK. These pages are no longer actively maintained and may reference unsupported features or deprecated APIs. They are provided as-is and may not reflect the current state of the AWS Neuron SDK.

Overview

The following content has been archived for reference purposes. For the latest documentation and guides, visit the AWS Neuron SDK documentation.

Archived feature docs

Feature	Last release supported	Date archived
Neuron Profiler (archived)	Neuron 2.28.0	Archived on: 5/11/2026
TensorBoard plugin (archived)	Neuron 2.28.0 (Trn1 plugin); Neuron 2.27.0 (Inf1 plugin)	Archived on: 5/11/2026
NeuronPerf (Beta)	Neuron 2.27.0	Archived on: 12/2/2025
Helper Tools	Neuron 2.27.0	Archived on: 12/2/2025
Transformers NeuronX (transformers-neuronx)	Neuron 2.25.0	Archived on: 9/15/2025
MXNet Neuron Setup Guides	Neuron 2.27.0	Archived on: 3/30/2026
Apache MXNet Neuron — Archived	Neuron 2.16.0	Archived on: 3/11/2026
TensorFlow Neuron	Neuron 2.22.0	Archived on: 3/11/2026
PyTorch Neuron (torch-neuron) — Archived	Neuron 2.22.0	Archived on: 3/11/2026

Archived deployment flows

The following deployment flow pages were archived during the consolidation of /containers/, /devflows/, and /dlami/ into /deploy/. These pages reference legacy patterns (Inf1, Neo compilation, BYOC hosting) that have been superseded by current deployment guides.

Page	Reason archived	Date archived
Bring Your Own Neuron Container to SageMaker Hosting (Inf1) — Archived	Legacy BYOC hosting flow	Archived on: 4/20/2026
Bring Your Own Neuron Container to SageMaker Hosting (Inf2 or Trn1) — Archived	Legacy BYOC hosting flow	Archived on: 4/20/2026
Deploy on Sagemaker Hosting	Legacy SageMaker hosting flow	Archived on: 4/20/2026
Compile with Sagemaker Neo and Deploy on Sagemaker Hosting (inf1)	Legacy Neo compilation flow	Archived on: 4/20/2026
Deploy Neuron Container on Kubernetes	Superseded by EKS-specific guides	Archived on: 4/20/2026
Tutorial: Docker environment setup for Neuron Runtime 1.x	Legacy runtime 1.0	Archived on: 4/20/2026

Archived setup guides

Page	Reason archived	Date archived
PyTorch Neuron setup for Rocky Linux 9 — Archived	Rocky Linux 9 is no longer a supported install target	Archived on: 5/15/2026

Archived tutorials

Tutorial	Last release supported	Date archived
Fine-tune T5 model on Trn1	Neuron 2.24.0	Archived on: 7/31/2025
Running SSD300 with AWS Neuron	Neuron 2.24.0	Archived on: 7/31/2025
Megatron GPT Pretraining	Neuron 2.25.0	Archived on: 7/31/2025
Fine-tuning Llama2 7B with tensor parallelism and ZeRO-1 optimizer using Neuron PyTorch-Lightning	Neuron 2.26.0	Archived on: 8/25/2025
Training Llama-2-7B/13B/70B using Tensor Parallelism and Pipeline Parallelism with Neuron PyTorch-Lightning	Neuron 2.26.0	Archived on: 8/25/2025
Training CodeGen2.5 7B with Tensor Parallelism and ZeRO-1 Optimizer	Neuron 2.26.0	Archived on: 8/25/2025
Launch a GPT-3 pretraining job using neuronx-nemo-megatron	Neuron 2.26.0	Archived on: 8/25/2025
Profiling Multi-Node Training Jobs with Neuron Explorer	Neuron 2.29.0	Archived on: 3/30/2026
Profiling PyTorch NeuronX with TensorBoard (archived)	Neuron 2.28.0	Archived on: 5/11/2026
Track Training Progress in TensorBoard using PyTorch Neuron (archived)	Neuron 2.28.0	Archived on: 5/11/2026

Accessing Archived Content

Each tutorial listed above corresponds to a specific version or feature set of the Neuron SDK that has since been superseded. Use these resources for historical context or migration guidance.

Warning

Archived tutorials may not be compatible with current Neuron SDK releases. Exercise caution when following instructions from these documents.