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MXNet Neuron — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/index.html	# MXNet Neuron — AWS Neuron Documentation Toggle in-page Table of Contents _This document is relevant for_: `Inf1` ## MXNet Neuron[#](#mxnet-neuron "Permalink to this headline") MXNet Neuron unlocks high-performance and cost-effective deep learning acceleration on AWS Trainium-based and Inferentia-based Amazon EC2 ...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>MXNet Neuron — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514e3f237ded88c...	2023-09-29T20:53:21.971Z
MXNet Neuron Setup — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/mxnet-neuron-setup.html	# MXNet Neuron Setup — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/mxnet-neuron-setup.html&body=Your%20issue%20content%20here.) - [suggest edit](ht...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>MXNet Neuron Setup — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514e3f237...	2023-09-29T20:53:22.343Z
Inference (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/inference-mxnet-neuron.html	# Inference (mxnet-neuron) — AWS Neuron Documentation Computer Vision Tutorials - ResNet-50 tutorial [\[html\]](../../src/examples/mxnet/resnet50/resnet50.html) [\[notebook\]](https://github.com/aws-neuron/aws-neuron-sdk/blob/v2.14.1/src/examples/mxnet/resnet50/resnet50.ipynb) - Model Serving tutorial [\[htm...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Inference (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514...	2023-09-29T20:53:23.025Z
Utilizing Neuron Capabilities Tutorials (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/tutorials/tutorials-mxnet-utilizing-neuron-capabilities.html	# Utilizing Neuron Capabilities Tutorials (mxnet-neuron) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/tutorials/tutorials-mxnet-utilizing-neuron-cap...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Utilizing Neuron Capabilities Tutorials (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_stati...	2023-09-29T20:53:23.593Z
Tutorials (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/tutorials/tutorials-mxnet-neuron.html	# Tutorials (mxnet-neuron) — AWS Neuron Documentation Computer Vision Tutorials - ResNet-50 tutorial [\[html\]](../../../src/examples/mxnet/resnet50/resnet50.html) [\[notebook\]](https://github.com/aws-neuron/aws-neuron-sdk/blob/v2.14.1/src/examples/mxnet/resnet50/resnet50.ipynb) - Model Serving tutorial [\[...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Tutorials (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_static/styles/theme.css?digest=1999...	2023-09-29T20:53:23.869Z
Natural Language Processing (NLP) Tutorials (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/tutorials/tutorials-mxnet-nlp.html	# Natural Language Processing (NLP) Tutorials (mxnet-neuron) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/tutorials/tutorials-mxnet-nlp.html&body=Yo...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Natural Language Processing (NLP) Tutorials (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_s...	2023-09-29T20:53:24.289Z
API Reference Guide (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/api-reference-guide.html	# API Reference Guide (mxnet-neuron) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/api-reference-guide.html&body=Your%20issue%20content%20here.) - ...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>API Reference Guide (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?dige...	2023-09-29T20:53:24.589Z
Computer Vision Tutorials (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/tutorials/tutorials-mxnet-computervision.html	# Computer Vision Tutorials (mxnet-neuron) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/tutorials/tutorials-mxnet-computervision.html&body=Your%20is...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Computer Vision Tutorials (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_static/styles/theme...	2023-09-29T20:53:24.821Z
Neuron Apache MXNet (Incubating) Compilation Python API — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/api-compilation-python-api.html	# Neuron Apache MXNet (Incubating) Compilation Python API — AWS Neuron Documentation Toggle in-page Table of Contents Contents - [Description](#description) - [MXNet 1.5](#mxnet-1-5) - [Method](#method) - [Arguments](#arguments) - [Returns](#returns) - [Example Usage: Compilation](#example-usage-comp...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Apache MXNet (Incubating) Compilation Python API — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/...	2023-09-29T20:53:25.088Z
Developer Guide — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/developer-guide.html	# Developer Guide — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Fframeworks/mxnet-neuron/developer-guide.html&body=Your%20issue%20content%20here.) - [suggest edit](https://...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Developer Guide — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514e3f237ded...	2023-09-29T20:53:25.495Z
Troubleshooting Guide for Neuron Apache MXNet (Incubating) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/troubleshooting-guide.html	# Troubleshooting Guide for Neuron Apache MXNet (Incubating) — AWS Neuron Documentation _This document is relevant for_: `Inf1` ## Troubleshooting Guide for Neuron Apache MXNet (Incubating)[#](#troubleshooting-guide-for-neuron-apache-mxnet-incubating "Permalink to this headline") Table of Contents - [Inference Ru...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Troubleshooting Guide for Neuron Apache MXNet (Incubating) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_stat...	2023-09-29T20:53:26.849Z
Transformers Neuron (transformers-neuronx) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/index.html	# Transformers Neuron (transformers-neuronx) — AWS Neuron Documentation To install the most rigorously tested stable release, use the PyPI pip wheel: ``` pip install transformers-neuronx --extra-index-url=https://pip.repos.neuron.amazonaws.com ```	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron (transformers-neuronx) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme....	2023-09-29T20:53:26.987Z
Apache MXNet Neuron (Incubating) Release Notes — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/mxnet-neuron/mxnet-neuron.html	# Apache MXNet Neuron (Incubating) Release Notes — AWS Neuron Documentation _This document is relevant for_: `Inf1` ## Apache MXNet Neuron (Incubating) Release Notes[#](#apache-mxnet-neuron-incubating-release-notes "Permalink to this headline") Table of contents - [Apache MXNet Neuron release \[1.8.0.2.4.10.0\]](...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Apache MXNet Neuron (Incubating) Release Notes — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/th...	2023-09-29T20:53:27.196Z
Misc (mxnet-neuron) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/misc-mxnet-neuron.html	# Misc (mxnet-neuron) — AWS Neuron Documentation previous Flexible Execution Group (FlexEG) in Neuron-MXNet	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Misc (mxnet-neuron) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514e3f23...	2023-09-29T20:53:27.508Z
Flexible Execution Group (FlexEG) in Neuron-MXNet — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/general/appnotes/mxnet-neuron/flex-eg.html	# Flexible Execution Group (FlexEG) in Neuron-MXNet — AWS Neuron Documentation _This document is relevant for_: `Inf1`, `Inf2`, `Trn1`, `Trn1n` ## Flexible Execution Group (FlexEG) in Neuron-MXNet[#](#flexible-execution-group-flexeg-in-neuron-mxnet "Permalink to this headline") ## Introduction[#](#introduction "Perm...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Flexible Execution Group (FlexEG) in Neuron-MXNet — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_static/sty...	2023-09-29T20:53:27.686Z
Neuron Apache MXNet (Incubating) Supported operators — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/compiler/neuron-cc/neuron-cc-ops/neuron-cc-ops-mxnet.html	# Neuron Apache MXNet (Incubating) Supported operators — AWS Neuron Documentation Toggle in-page Table of Contents Contents - [Neuron Compiler Release \[1.6.13.0\]](#neuron-compiler-release-1-6-13-0) - [Neuron Compiler Release \[1.4.1.0\]](#neuron-compiler-release-1-4-1-0) - [Neuron Compiler Release \[1.4.0.0\...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Apache MXNet (Incubating) Supported operators — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../../_stat...	2023-09-29T20:53:27.790Z
Transformers Neuron Setup (transformers-neuronx) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/setup/index.html	# Transformers Neuron Setup (transformers-neuronx) — AWS Neuron Documentation Toggle in-page Table of Contents _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Transformers Neuron Setup (`transformers-neuronx`)[#](#transformers-neuron-setup-transformers-neuronx "Permalink to this headline") To install th...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron Setup (transformers-neuronx) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_static/styl...	2023-09-29T20:53:28.008Z
Transformers Neuron Developer Guide (transformers-neuronx) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/developer-guide.html	# Transformers Neuron Developer Guide (transformers-neuronx) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Flibraries/transformers-neuronx/developer-guide.html&body=Your%20is...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron Developer Guide (transformers-neuronx) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_stat...	2023-09-29T20:53:29.740Z
Misc (transformers-neuronx) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/transformers-neuronx-misc.html	# Misc (transformers-neuronx) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Flibraries/transformers-neuronx/transformers-neuronx-misc.html&body=Your%20issue%20content%20here....	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Misc (transformers-neuronx) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999...	2023-09-29T20:53:30.024Z
Transformers Neuron (transformers-neuronx) Developer Guide — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/transformers-neuronx-developer-guide.html	# Transformers Neuron (transformers-neuronx) Developer Guide — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Transformers Neuron (`transformers-neuronx`) Developer Guide[#](#transformers-neuron-transformers-neuronx-developer-guide "Permalink to this headline") Transformers Neur...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron (transformers-neuronx) Developer Guide — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_stat...	2023-09-29T20:53:30.477Z
Transformers Neuron Tutorials (transformers-neuronx) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/transformers-neuronx/transformers-neuronx-tutorials.html	# Transformers Neuron Tutorials (transformers-neuronx) — AWS Neuron Documentation previous Transformers Neuron (`transformers-neuronx`) Developer Guide	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron Tutorials (transformers-neuronx) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/sty...	2023-09-29T20:53:30.836Z
Transformers Neuron (transformers-neuronx) release notes — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/torch/transformers-neuronx/index.html	# Transformers Neuron (transformers-neuronx) release notes — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Transformers Neuron (`transformers-neuronx`) release notes[#](#transformers-neuron-transformers-neuronx-release-notes "Permalink to this headline") Table of Contents - ...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Transformers Neuron (transformers-neuronx) release notes — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_sta...	2023-09-29T20:53:30.979Z
Neuron Distributed — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/index.html	# Neuron Distributed — AWS Neuron Documentation Neuron Distributed is a package for supporting different distributed training/inference mechanism for Neuron devices. It would provide xla friendly implementations of some of the more popular distributed training/inference techniques. As the size of the model scales, fit...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Distributed — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999514e3f237...	2023-09-29T20:53:31.107Z
Neuron Distributed Setup (neuronx-distributed) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/setup/index.html	# Neuron Distributed Setup (neuronx-distributed) — AWS Neuron Documentation Toggle in-page Table of Contents _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Neuron Distributed Setup (`neuronx-distributed`)[#](#neuron-distributed-setup-neuronx-distributed "Permalink to this headline") [Install PyTorch Ne...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Distributed Setup (neuronx-distributed) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_static/styles...	2023-09-29T20:53:31.262Z
App Notes (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/app_notes.html	# App Notes (neuronx-distributed ) — AWS Neuron Documentation ## App Notes (neuronx-distributed ) _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## App Notes (`neuronx-distributed` )[#](#app-notes-neuronx-distributed "Permalink to this headline") - [Tensor Parallelism Overview](tensor_parallelism_overvi...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>App Notes (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest...	2023-09-29T20:53:31.730Z
Developer Guide (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/developer-guide.html	# Developer Guide (neuronx-distributed ) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Flibraries/neuronx-distributed/developer-guide.html&body=Your%20issue%20content%20here....	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Developer Guide (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?...	2023-09-29T20:53:32.729Z
Developer guide for Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tp_developer_guide.html	# Developer guide for Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Developer guide for Tensor Parallelism (`neuronx-distributed` )[#](#developer-guide-for-tensor-parallelism-neuronx-distributed "Permalink to this headline") ## Traini...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Developer guide for Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_s...	2023-09-29T20:53:32.923Z
API Reference Guide (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/api_guide.html	# API Reference Guide (neuronx-distributed ) — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## API Reference Guide (`neuronx-distributed` )[#](#api-reference-guide-neuronx-distributed "Permalink to this headline") Neuronx-Distributed is XLA based library for distributed training ...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>API Reference Guide (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme....	2023-09-29T20:53:33.091Z
Tensor Parallelism Overview — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tensor_parallelism_overview.html	# Tensor Parallelism Overview — AWS Neuron Documentation ## Tensor Parallelism Overview[#](#tensor-parallelism-overview "Permalink to this headline") Tensor Parallelism is a technique in which a tensor is split into N chunks along a particular dimension such that each device only holds 1/N chunk of the tensor. Comput...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Tensor Parallelism Overview — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=1999...	2023-09-29T20:53:33.205Z
Tutorials for Neuron Distributed (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tutorials/index.html	# Tutorials for Neuron Distributed (neuronx-distributed ) — AWS Neuron Documentation previous Developer guide for Tensor Parallelism (`neuronx-distributed` )	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Tutorials for Neuron Distributed (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_stat...	2023-09-29T20:53:33.445Z
App Reference Guide (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/api-reference-guide.html	# App Reference Guide (neuronx-distributed ) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Flibraries/neuronx-distributed/api-reference-guide.html&body=Your%20issue%20content...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>App Reference Guide (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme....	2023-09-29T20:53:33.680Z
Training with Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tutorials/training.html	# Training with Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Training with Tensor Parallelism (`neuronx-distributed` )[#](#training-with-tensor-parallelism-neuronx-distributed "Permalink to this headline") Keeping the above changes m...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Training with Tensor Parallelism (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../_stat...	2023-09-29T20:53:33.952Z
Training GPT-NeoX 6.9B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tutorials/training-gpt-neox.html	# Training GPT-NeoX 6.9B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Training GPT-NeoX 6.9B with Tensor Parallelism and ZeRO-1 Optimizer (`neuronx-distributed` )[#](#training-gpt-neox-6-9b-with-tensor-parall...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Training GPT-NeoX 6.9B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx asse...	2023-09-29T20:53:34.373Z
Misc (neuronx-distributed) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/neuronx-distributed-misc.html	# Misc (neuronx-distributed) — AWS Neuron Documentation - [repository](https://github.com/aws-neuron/aws-neuron-sdk) - [open issue](https://github.com/aws-neuron/aws-neuron-sdk/issues/new?title=Issue%20on%20page%20%2Flibraries/neuronx-distributed/neuronx-distributed-misc.html&body=Your%20issue%20content%20here.) -...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Misc (neuronx-distributed) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?digest=19995...	2023-09-29T20:53:35.609Z
Neuron Distributed Release Notes (neuronx-distributed) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/neuronx-distributed/neuronx-distributed.html	# Neuron Distributed Release Notes (neuronx-distributed) — AWS Neuron Documentation Table of contents - [Neuron Distributed \[0.4.0\]](#neuron-distributed-0-4-0) - [Neuron Distributed \[0.3.0\]](#neuron-distributed-0-3-0) - [Neuron Distributed \[0.2.0\]](#neuron-distributed-0-2-0) This document ...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Distributed Release Notes (neuronx-distributed) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/s...	2023-09-29T20:53:36.092Z
Training GPT-NeoX 20B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/neuronx-distributed/tutorials/training-gpt-neox-20b.html	# Training GPT-NeoX 20B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation _This document is relevant for_: `Inf2`, `Trn1`, `Trn1n` ## Training GPT-NeoX 20B with Tensor Parallelism and ZeRO-1 Optimizer (`neuronx-distributed` )[#](#training-gpt-neox-20b-with-tensor-paralleli...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Training GPT-NeoX 20B with Tensor Parallelism and ZeRO-1 Optimizer (neuronx-distributed ) — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx asset...	2023-09-29T20:53:36.213Z
T5 inference with Tensor Parallelism — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/src/examples/pytorch/neuronx_distributed/t5-inference/t5-inference-tutorial.html	# T5 inference with Tensor Parallelism — AWS Neuron Documentation ## T5 inference with Tensor Parallelism[#](#T5-inference-with-Tensor-Parallelism "Permalink to this headline") This is an extension to the [t5 inference tutorial](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/src/examples/pytorch/torch-neuron...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>T5 inference with Tensor Parallelism — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../../../../_static/styles/the...	2023-09-29T20:53:36.403Z
Neuron Runtime — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/neuron-runtime/index.html	# Neuron Runtime — AWS Neuron Documentation ## Neuron Runtime[#](#neuron-runtime "Permalink to this headline") Neuron runtime consists of kernel driver and C/C++ libraries which provides APIs to access Inferentia and Trainium Neuron devices. The Neuron ML frameworks plugins for TensorFlow, PyTorch and Apache MXNet us...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Neuron Runtime — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../_static/styles/theme.css?digest=1999514e3f237ded88cf...	2023-09-29T20:53:36.734Z
API Reference Guide — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/neuron-runtime/api-reference-guide.html	# API Reference Guide — AWS Neuron Documentation _This document is relevant for_: `Inf1`, `Inf2`, `Trn1`, `Trn1n` ## API Reference Guide[#](#api-reference-guide "Permalink to this headline") - [Runtime API](nrt-api-guide.html) _This document is relevant for_: `Inf1`, `Inf2`, `Trn1`, `Trn1n`	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>API Reference Guide — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../_static/styles/theme.css?digest=1999514e3f237de...	2023-09-29T20:53:37.088Z
AWS Neuron Reference for NeMo Megatron — AWS Neuron Documentation	https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/libraries/nemo-megatron/index.html	# AWS Neuron Reference for NeMo Megatron — AWS Neuron Documentation ## AWS Neuron Reference for NeMo Megatron[#](#aws-neuron-reference-for-nemo-megatron "Permalink to this headline") AWS Neuron Reference for NeMo Megatron is a library that includes modified versions of the open-source packages [NeMo](https://github.c...	<!DOCTYPE html><html lang="en"><head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>AWS Neuron Reference for NeMo Megatron — AWS Neuron Documentation</title> <!-- Loaded before other Sphinx assets --> <link href="../../_static/styles/theme.css?...	2023-09-29T20:53:37.318Z