title stringlengths 0 125 | url stringlengths 67 206 | markdown stringlengths 55 86.1k | html stringlengths 198 350k | crawlDate stringlengths 24 24 |
|---|---|---|---|---|
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_downloads/4640004148fe54855750b60c95066e8c/trace_bert_neuron.py | ```
import torch
import torch_neuron
from transformers import AutoTokenizer, AutoModelForSequenceClassification
# Build tokenizer and model
tokenizer = AutoTokenizer.from_pretrained("bert-base-cased-finetuned-mrpc")
model = AutoModelForSequenceClassification.from_pretrained("bert-base-cased-finetuned-mrpc", return_d... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">import torch
import torch_neuron
from transformers import AutoTokenizer, AutoModelForSequenceClassification
# Build tokenizer and model
tokenizer = AutoTokenizer.from_pretrained("bert-ba... | 2023-09-29T20:55:25.625Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/pytorch/yolo_v4.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Evaluate YOLO v4 on Inferentia"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Introduction\n",
"This tutorial walks through compiling and evaluating YOLO v4 model implemented in PyTorch o... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Evaluate YOLO v4 on Inferentia"
]
},
{
"cell_type": "markdown",
"metadata": {},
"sourc... | 2023-09-29T20:55:25.738Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/announcements/neuron2.x/github-changes.rst.txt | ```
.. post:: Oct 10, 2022 02:00
:language: en
:tags: github
.. _announce-aws-neuron-github-org:
Introducing New Neuron GitHub Repositories
------------------------------------------
Starting with :ref:`Neuron release 2.3 <neuron2x-trn1ga>`, Neuron Github repositories will be migrated
to the new `AWS Neuron ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. post:: Oct 10, 2022 02:00
:language: en
:tags: github
.. _announce-aws-neuron-github-org:
Introducing New Neuron GitHub Repositories
------------------------------------------
... | 2023-09-29T20:55:25.746Z | |
TensorFlow-Model-Server-Neuron 2.x Release Notes — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/tensorflow/tensorflow-modelserver-neuron/tensorflow-modelserver-neuron-v2.html#tensorflow-modelserver-rn-v2 | # TensorFlow-Model-Server-Neuron 2.x Release Notes — AWS Neuron Documentation
_This document is relevant for_: `Inf1`, `Inf2`, `Trn1`, `Trn1n`
## TensorFlow-Model-Server-Neuron 2.x Release Notes[#](#tensorflow-model-server-neuron-2-x-release-notes "Permalink to this headline")
Table of contents
- [TensorFlow Mode... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>TensorFlow-Model-Server-Neuron 2.x Release Notes — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styl... | 2023-09-29T20:55:25.823Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/support.rst.txt | ```
.. _neuron_support:
Support
=======
.. toctree::
:maxdepth: 1
SDK Maintenance Policy </general/sdk-policy>
Security Disclosures </general/security>
Contact Us </general/contact>
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron_support:
Support
=======
.. toctree::
:maxdepth: 1
SDK Maintenance Policy </general/sdk-policy>
Security Disclosures </general/security>
Contact Us... | 2023-09-29T20:55:25.834Z | |
TensorFlow-Model-Server-Neuron 1.x Release Notes — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/tensorflow/tensorflow-modelserver-neuron/tensorflow-modelserver-neuron.html#tensorflow-modelserver-rn | # TensorFlow-Model-Server-Neuron 1.x Release Notes — AWS Neuron Documentation
_This document is relevant for_: `Inf1`, `Inf2`, `Trn1`, `Trn1n`
## TensorFlow-Model-Server-Neuron 1.x Release Notes[#](#tensorflow-model-server-neuron-1-x-release-notes "Permalink to this headline")
Table of contents
- [TensorFlow Mode... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>TensorFlow-Model-Server-Neuron 1.x Release Notes — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styl... | 2023-09-29T20:55:25.980Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/pytorch/transformers-marianmt.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Transformers MarianMT Tutorial\n",
"\n",
"In this tutorial, you will deploy the [HuggingFace MarianMT](https://huggingface.co/transformers/v4.0.1/model_doc/marian.html) model for text translation.\n",
"\n",
"This ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Transformers MarianMT Tutorial\n",
"\n",
"In this tutorial, you will deploy the [HuggingFace M... | 2023-09-29T20:55:26.001Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/openpose_demo/openpose.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "caff04ba",
"metadata": {},
"source": [
"# Running OpenPose on Inferentia\n"
]
},
{
"cell_type": "markdown",
"id": "09b2919a",
"metadata": {},
"source": [
"## Note: this tutorial runs on tensorflow-neuron 1.x only"
]
},
{... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "caff04ba",
"metadata": {},
"source": [
"# Running OpenPose on Inferentia\n"
]
},
{
"cell_type": "markdown",
"i... | 2023-09-29T20:55:26.014Z | |
Using NeuronCore Pipeline with PyTorch Tutorial — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/torch/torch-neuron/tutorials/neuroncore_pipeline_pytorch.html#pytorch-tutorials-neuroncore-pipeline-pytorch | # Using NeuronCore Pipeline with PyTorch Tutorial — AWS Neuron Documentation
Toggle in-page Table of Contents
_This document is relevant for_: `Inf1`
## Using NeuronCore Pipeline with PyTorch Tutorial[#](#using-neuroncore-pipeline-with-pytorch-tutorial "Permalink to this headline")
Table of Contents
- [Overview]... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Using NeuronCore Pipeline with PyTorch Tutorial — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../../_static/st... | 2023-09-29T20:55:26.089Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tutorials/yolo_v4_demo/yolo_v4_demo.rst.txt | ```
.. _tensorflow-yolo4:
Working with YOLO v4 using AWS Neuron SDK
=========================================
The :ref:`/src/examples/tensorflow/yolo_v4_demo/evaluate.ipynb` notebook contains an example on how to take an open
source YOLO v4 models, and run it on AWS Inferentia.
Optimizing image pre-processing and po... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-yolo4:
Working with YOLO v4 using AWS Neuron SDK
=========================================
The :ref:`/src/examples/tensorflow/yolo_v4_demo/evaluate.ipynb` notebook contains... | 2023-09-29T20:55:26.241Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/torch/torch-neuronx/setup/pytorch-install.rst.txt | ```
.. _pytorch-neuronx-install:
Install PyTorch Neuron (``torch-neuronx``)
===========================================
.. contents:: Table of Contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. tab-set::
.. tab-item:: PyTorch 1.13.1
.. t... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _pytorch-neuronx-install:
Install PyTorch Neuron (``torch-neuronx``)
===========================================
.. contents:: Table of Contents
:local:
:depth: 2
Develop on A... | 2023-09-29T20:55:26.251Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/pytorch/pipeline_tutorial/neuroncore_pipeline_pytorch.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "variable-character",
"metadata": {},
"source": [
"# Using NeuronCore Pipeline with PyTorch"
]
},
{
"cell_type": "markdown",
"id": "valued-economics",
"metadata": {},
"source": [
"In this tutorial you compile a pretrained BERT b... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "variable-character",
"metadata": {},
"source": [
"# Using NeuronCore Pipeline with PyTorch"
]
},
{
"cell_type": "... | 2023-09-29T20:55:26.268Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/keras_resnet50/keras_resnet50.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "spectacular-payroll",
"metadata": {},
"source": [
"# Tensorflow ResNet 50 Optimization Tutorial"
]
},
{
"cell_type": "markdown",
"id": "equivalent-stack",
"metadata": {},
"source": [
"## Note: this tutorial runs on tensorflow-n... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "spectacular-payroll",
"metadata": {},
"source": [
"# Tensorflow ResNet 50 Optimization Tutorial"
]
},
{
"cell_typ... | 2023-09-29T20:55:26.449Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/arch/neuron-features/collective-communication.rst.txt | ```
.. _feature_cccom:
Neuron Collective Communication
===============================
.. contents:: Table of contents
:local:
:depth: 1
Introduction
~~~~~~~~~~~~
Collective Communications is an integral component of distributed ML
training. Multiple training nodes exchange information during ML
training via Coll... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _feature_cccom:
Neuron Collective Communication
===============================
.. contents:: Table of contents
:local:
:depth: 1
Introduction
~~~~~~~~~~~~
Collective Communication... | 2023-09-29T20:55:26.458Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/tensorflow_resnet50/resnet50.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "a3bskVXPvchm"
},
"source": [
"# Running ResNet50 on Inferentia\n",
"## Note: this tutorial runs on tensorflow-neuron 1.x only"
]
},
{
"cell_type": "markdown",
"metadata": {
"colab_type"... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "a3bskVXPvchm"
},
"source": [
"# Running ResNet50 on Inferentia\n",
"## Note... | 2023-09-29T20:55:26.494Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/yolo_v3_demo/yolo_v3.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Evaluate YOLO v3 on Inferentia\n",
"## Note: this tutorial runs on tensorflow-neuron 1.x only"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Introduction\n",
"This tutorial walks thro... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Evaluate YOLO v3 on Inferentia\n",
"## Note: this tutorial runs on tensorflow-neuron 1.x only"
... | 2023-09-29T20:55:26.571Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tutorials/ssd300_demo/ssd300_demo.rst.txt | ```
.. _tensorflow-ssd300:
Running SSD300 with AWS Neuron
==============================
*Update 11/16: The model checkpoint
link*\ https://api.ngc.nvidia.com/v2/models/nvidia/ssdpyt_fp32/versions/1/files/nvidia_ssdpyt_fp32_20190225.pt\ *is
currently broken and the AWS Neuron team is working on providing an
alternati... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-ssd300:
Running SSD300 with AWS Neuron
==============================
*Update 11/16: The model checkpoint
link*\ https://api.ngc.nvidia.com/v2/models/nvidia/ssdpyt_fp32/ver... | 2023-09-29T20:55:26.578Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/tensorflow_serving_tutorial.rst.txt | ```
.. _tensorflow-serving-neuronrt-visible-cores:
Using NEURON_RT_VISIBLE_CORES with TensorFlow Serving
=====================================================
TensorFlow serving allows customers to scale-up inference workloads
across a network. TensorFlow Neuron Serving uses the same API as normal
TensorFlow Serving ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-serving-neuronrt-visible-cores:
Using NEURON_RT_VISIBLE_CORES with TensorFlow Serving
=====================================================
TensorFlow serving allows custom... | 2023-09-29T20:55:26.584Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/tensorflow/huggingface_bert/huggingface_bert.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "e91cf83b",
"metadata": {},
"source": [
"# Running Huggingface DistilBERT with TensorFlow-Neuron"
]
},
{
"cell_type": "markdown",
"id": "71394e1e",
"metadata": {},
"source": [
"In this tutorial you will compile and deploy Distil... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "e91cf83b",
"metadata": {},
"source": [
"# Running Huggingface DistilBERT with TensorFlow-Neuron"
]
},
{
"cell_typ... | 2023-09-29T20:55:26.779Z | |
Evaluate YOLO v4 on Inferentia — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/src/examples/tensorflow/yolo_v4_demo/evaluate.html | # Evaluate YOLO v4 on Inferentia — AWS Neuron Documentation
```
yolo_pred = tf.contrib.predictor.from_saved_model('./yolo_v4_coco_saved_model_neuron')
val_coco_root = './val2017'
val_annotate = './annotations/instances_val2017.json'
clsid2catid = {0: 1, 1: 2, 2: 3, 3: 4, 4: 5, 5: 6, 6: 7, 7: 8, 8: 9, 9: 10, 10: 11, 1... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Evaluate YOLO v4 on Inferentia — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../../_static/styles/theme.css?di... | 2023-09-29T20:55:27.060Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tutorials/bert_demo/bert_demo.rst.txt | ```
.. _tensorflow-bert-demo:
Running TensorFlow BERT-Large with AWS Neuron
=============================================
This example shows a Neuron compatible BERT-Large implementation that is
functionally equivalent to open source BERT-Large model. This demo uses
TensorFlow-Neuron, BERT-Large weights fine tuned fo... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-bert-demo:
Running TensorFlow BERT-Large with AWS Neuron
=============================================
This example shows a Neuron compatible BERT-Large implementation that... | 2023-09-29T20:55:27.094Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/mxnet/resnet50/resnet50.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "wrapped-soccer",
"metadata": {},
"source": [
"# Running Neuron Apache MXNet (Incubating) ResNet50 on Inferentia "
]
},
{
"cell_type": "markdown",
"id": "appreciated-daily",
"metadata": {},
"source": [
"## Introduction:\n",
... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "wrapped-soccer",
"metadata": {},
"source": [
"# Running Neuron Apache MXNet (Incubating) ResNet50 on Inferentia "
]
},... | 2023-09-29T20:55:27.168Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/mxnet-neuron/tutorials/tutorial-model-serving.rst.txt | ```
.. _mxnet-neuron-model-serving:
Tutorial: Neuron Apache MXNet (Incubating) Model Serving
=========================================================
This MXNet Neuron Model Serving (MMS) example is adapted from the MXNet
vision service example which uses pretrained squeezenet to perform image
classification:
https:... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _mxnet-neuron-model-serving:
Tutorial: Neuron Apache MXNet (Incubating) Model Serving
=========================================================
This MXNet Neuron Model Serving (MMS) ex... | 2023-09-29T20:55:27.233Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/mxnet/mxnet-gluon-tutorial.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"id": "4dcf9bb1",
"metadata": {},
"source": [
"## MXNet 1.8: Getting Started with Gluon Tutorial\n",
"\n",
"In this tutorial you will compile and deploy resnet-50 using the newly supported MXNet 1.8 and Gluon API on an Inf1 instance. This tutorial i... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"id": "4dcf9bb1",
"metadata": {},
"source": [
"## MXNet 1.8: Getting Started with Gluon Tutorial\n",
"\n",
"In this tutori... | 2023-09-29T20:55:27.468Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/mxnet/data_parallel/data_parallel_tutorial.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Using Data Parallel Mode with Gluon MXNet\n",
"\n",
"In this tutorial, you will compile a Gluon BERT model and run in data-parallel mode to completely utilize the NeuronCores. Here you will benchmark a multi-worker setup ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Using Data Parallel Mode with Gluon MXNet\n",
"\n",
"In this tutorial, you will compile a Gluo... | 2023-09-29T20:55:27.479Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/src/examples/mxnet/resnet50_neuroncore_groups.ipynb.txt | ```
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Neuron Apache MXNet (Incubating) - Configurations for NeuronCore Groups Using Resnet50\n",
"\n",
"\n",
"\n",
"## Introduction:\n",
"\n",
"In this tutorial we will compile and deploy Resnet-50 model in para... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Neuron Apache MXNet (Incubating) - Configurations for NeuronCore Groups Using Resnet50\n",
"\n",
... | 2023-09-29T20:55:27.549Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tutorials/index.rst.txt | ```
.. _tensorflow-tutorials:
TensorFlow Tutorials
====================
Before running a tutorial
-------------------------
You will run the tutorials on an inf1.6xlarge instance running Deep Learning AMI (DLAMI) to enable both compilation and deployment (inference) on the same instance. In a production environment ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-tutorials:
TensorFlow Tutorials
====================
Before running a tutorial
-------------------------
You will run the tutorials on an inf1.6xlarge instance running Dee... | 2023-09-29T20:55:27.557Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/release-notes/compiler/neuron-cc/neuron-cc-ops/neuron-cc-ops-xla.rst.txt | ```
.. _neuron-cc-ops-xla:
TensorFlow Neuron (``tensorflow-neuron (TF1.x)``) Supported operators [XLA]
=====================================================================
To see a list of supported operators for XLA, run the following command:
``neuron-cc list-operators --framework XLA``
+------------------------... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron-cc-ops-xla:
TensorFlow Neuron (``tensorflow-neuron (TF1.x)``) Supported operators [XLA]
=====================================================================
To see a list of s... | 2023-09-29T20:55:27.676Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/tools/tutorials/torch-neuronx-profiling-with-tb.rst.txt | ```
.. _torch-neuronx-profiling-with-tb:
Profiling PyTorch Neuron (``torch-neuronx``) with TensorBoard
==============================================================
.. contents:: Table of Contents
:local:
:depth: 2
Introduction
------------
Neuron provides a plugin for TensorBoard that allows users to measur... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _torch-neuronx-profiling-with-tb:
Profiling PyTorch Neuron (``torch-neuronx``) with TensorBoard
==============================================================
.. contents:: Table of Co... | 2023-09-29T20:55:27.726Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/ubuntu/torch-neuron-ubuntu20-pytorch-dlami.rst.txt | ```
.. _setup-torch-neuron-u20-pytorch-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Ubuntu 20 with Pytorch DLAMI
==========================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-u20-pytorch-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class... | 2023-09-29T20:55:27.777Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/quick-start/torch-neuron.rst.txt | ```
.. _torch_quick_start:
Get Started with PyTorch Neuron
===============================
This page provide links that will assist you to quickly start with :ref:`pytorch-neuronx-main` for both Inference and Training.
.. note::
Below instructions are for Ubuntu20, if you looking for complete setup instructions fo... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _torch_quick_start:
Get Started with PyTorch Neuron
===============================
This page provide links that will assist you to quickly start with :ref:`pytorch-neuronx-main` for b... | 2023-09-29T20:55:27.807Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/mxnet-neuron/tutorials/index.rst.txt | ```
.. _mxnet-tutorials:
Neuron Apache MXNet (Incubating) Tutorials
==========================================
Before running a tutorial
-------------------------
You will run the tutorials on an inf1.6xlarge instance running Deep Learning AMI (DLAMI) to enable both compilation and deployment (inference) on the same... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _mxnet-tutorials:
Neuron Apache MXNet (Incubating) Tutorials
==========================================
Before running a tutorial
-------------------------
You will run the tutorials ... | 2023-09-29T20:55:27.870Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/tools/tutorials/tutorial-neuron-monitor-mnist.rst.txt | ```
.. _track-system-monitor:
Track System Resource Utilization during Training with neuron-monitor using PyTorch Neuron
==========================================================================================
.. contents:: Table of Contents
:local:
:depth: 2
This tutorial explains how to monitor resource ut... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _track-system-monitor:
Track System Resource Utilization during Training with neuron-monitor using PyTorch Neuron
=======================================================================... | 2023-09-29T20:55:27.998Z | |
TensorFlow Tutorial Setup — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/tensorflow/tensorflow-neuron/tutorials/tensorflow-tutorial-setup.html#tensorflow-tutorial-setup | # TensorFlow Tutorial Setup — AWS Neuron Documentation
Toggle in-page Table of Contents
## TensorFlow Tutorial Setup
_This document is relevant for_: `Inf1`
## TensorFlow Tutorial Setup[#](#tensorflow-tutorial-setup "Permalink to this headline")
1. Launch an Inf1.6xlarge Instance:
- Please follow the i... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>TensorFlow Tutorial Setup — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../../_static/styles/theme.css?digest=... | 2023-09-29T20:55:28.430Z |
MXNet Tutorial Setup — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/mxnet-neuron/tutorials/mxnet-tutorial-setup.html#mxnet-tutorial-setup | # MXNet Tutorial Setup — AWS Neuron Documentation
Toggle in-page Table of Contents
_This document is relevant for_: `Inf1`
## MXNet Tutorial Setup[#](#mxnet-tutorial-setup "Permalink to this headline")
1. Launch an Inf1.6xlarge Instance:
- Please follow the instructions at [launch an Amazon EC2 Instance... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>MXNet Tutorial Setup — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styles/theme.css?digest=1999514e... | 2023-09-29T20:55:28.696Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/ubuntu/torch-neuron-ubuntu20.rst.txt | ```
.. _setup-torch-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Ubuntu 20
====================================================
.. contents:: Table ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:29.589Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/ubuntu/torch-neuron-ubuntu20-base-dlami.rst.txt | ```
.. _setup-torch-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Ubuntu 20 with DLAMI Base
================================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-ti... | 2023-09-29T20:55:29.774Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/ubuntu/torch-neuron-ubuntu22.rst.txt | ```
.. _setup-torch-neuron-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Ubuntu 22
=====================================================
.. contents:: Table... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:29.988Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/amazon-linux/torch-neuron-al2-base-dlami.rst.txt | ```
.. _setup-torch-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Amazon Linux 2 with DLAMI Base
===========================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-ti... | 2023-09-29T20:55:30.047Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/amazon-linux/torch-neuron-al2.rst.txt | ```
.. _setup-torch-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Amazon Linux 2
=========================================================
.. content... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:30.126Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/amazon-linux/torch-neuronx-al2-pytorch-dlami.rst.txt | ```
.. _setup-torch-neuronx-al2-dlami-pytorch:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Amazon Linux 2 with DLAMI Pytorch
===================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-al2-dlami-pytorch:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-clas... | 2023-09-29T20:55:30.135Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/amazon-linux/torch-neuronx-al2-base-dlami.rst.txt | ```
.. _setup-torch-neuronx-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Amazon Linux 2 with DLAMI Base
=========================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-t... | 2023-09-29T20:55:30.229Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuron/amazon-linux/torch-neuron-al2-pytorch-dlami.rst.txt | ```
.. _setup-torch-neuron-al2-pytorch-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuron") Setup on Amazon Linux 2 with Pytorch DLAMI
=====================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuron-al2-pytorch-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class... | 2023-09-29T20:55:30.273Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/ubuntu/torch-neuronx-ubuntu20-base-dlami.rst.txt | ```
.. _setup-torch-neuronx-ubuntu20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Ubuntu 20 with DLAMI Base
=========================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-ubuntu20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-cl... | 2023-09-29T20:55:30.413Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/ubuntu/torch-neuronx-ubuntu20-pytorch-dlami.rst.txt | ```
.. _setup-torch-neuronx-ubuntu20-dlami-pytorch:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Ubuntu 20 with DLAMI Pytorch
===================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-ubuntu20-dlami-pytorch:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design... | 2023-09-29T20:55:30.697Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/amazon-linux/torch-neuronx-al2.rst.txt | ```
.. _setup-torch-neuronx-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Amazon Linux 2
=========================================================
.. conte... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:30.725Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/ubuntu/torch-neuronx-ubuntu20.rst.txt | ```
.. _setup-torch-neuronx-ubuntu20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:width: 100%
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Ubuntu 20
===================================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-ubuntu20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:width: 100%
:link-type: ref
:class-body: sphinx-des... | 2023-09-29T20:55:30.734Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/amazon-linux/tensorflow-neuronx-al2.rst.txt | ```
.. _setup-tensorflow-neuronx-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuronx") Setup on Amazon Linux 2
=======================================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-s... | 2023-09-29T20:55:30.741Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/pytorch/neuronx/ubuntu/torch-neuronx-ubuntu22.rst.txt | ```
.. _setup-torch-neuronx-ubuntu22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
PyTorch Neuron ("torch-neuronx") Setup on Ubuntu 22
=====================================================
.. contents:... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-torch-neuronx-ubuntu22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-s... | 2023-09-29T20:55:30.791Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/amazon-linux/tensorflow-neuronx-al2-base-dlami.rst.txt | ```
.. _setup-tensorflow-neuronx-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
Tensorflow Neuron ("tensorflow-neuronx") Setup on Amazon Linux 2 with DLAMI Base
============================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-cl... | 2023-09-29T20:55:30.823Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/ubuntu/tensorflow-neuronx-ubuntu20-base-dlami.rst.txt | ```
.. _setup-tensorflow-neuronx-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuronx") Setup on Ubuntu 20 with DLAMI Base
=================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-cl... | 2023-09-29T20:55:30.949Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/ubuntu/tensorflow-neuronx-ubuntu20.rst.txt | ```
.. _setup-tensorflow-neuronx-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuronx") Setup on Ubuntu 20
===========================================================
... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-s... | 2023-09-29T20:55:31.136Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/ubuntu/tensorflow-neuronx-ubuntu22.rst.txt | ```
.. _setup-tensorflow-neuronx-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuronx") Setup on Ubuntu 22
============================================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-s... | 2023-09-29T20:55:31.160Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/mxnet/neuron/amazon-linux/mxnet-neuron-al2.rst.txt | ```
.. _setup-mxnet-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
MXNet Neuron ("mxnet-neuron") Setup on Amazon Linux 2
======================================================
.. contents:: T... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-mxnet-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:31.319Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/ubuntu/tensorflow-neuronx-ubuntu20-tensorflow-dlami.rst.txt | ```
.. _setup-tensorflow-neuronx-u20-dlami-tensorflow:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuronx") Setup on Ubuntu 20 with DLAMI TensorFlow
=====================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-u20-dlami-tensorflow:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-des... | 2023-09-29T20:55:31.402Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/mxnet/neuron/amazon-linux/mxnet-neuron-al2-base-dlami.rst.txt | ```
.. _setup-mxnet-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
MXNet Neuron ("mxnet-neuron") Setup on Amazon Linux 2
=========================================================
.... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-mxnet-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-ti... | 2023-09-29T20:55:31.433Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/mxnet/neuron/ubuntu/mxnet-neuron-ubuntu20-base-dlami.rst.txt | ```
.. _setup-mxnet-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
MXNet Neuron ("mxnet-neuron") Setup on Ubuntu 20
================================================
.. contents:: T... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-mxnet-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-ti... | 2023-09-29T20:55:31.471Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuronx/amazon-linux/tensorflow-neuronx-al2-tensorflow-dlami.rst.txt | ```
.. _setup-tensorflow-neuronx-al2-dlami-tensorflow:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
Tensorflow Neuron ("tensorflow-neuronx") Setup on Amazon Linux 2 with DLAMI Tensorflow
================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuronx-al2-dlami-tensorflow:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-des... | 2023-09-29T20:55:31.577Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuron/ubuntu/tensorflow-neuron-ubuntu20.rst.txt | ```
.. _setup-tensorflow-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuron") Setup on Ubuntu 20
====================================================
.. cont... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-sm... | 2023-09-29T20:55:31.593Z | |
TensorFlow Setup Guide for Inf2 & Trn1 — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/tensorflow/tensorflow-neuronx/setup/index.html#tensorflow-neuronx-main | # TensorFlow Setup Guide for Inf2 & Trn1 — AWS Neuron Documentation
Toggle in-page Table of Contents
_This document is relevant for_: `Inf2`, `Trn1`, `Trn1n`
## TensorFlow Setup Guide for Inf2 & Trn1[#](#tensorflow-setup-guide-for-inf2-trn1 "Permalink to this headline")
- [Fresh install](tensorflow-neuronx-instal... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>TensorFlow Setup Guide for Inf2 & Trn1 — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../../_static/styles/... | 2023-09-29T20:55:31.781Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuron/ubuntu/tensorflow-neuron-ubuntu20-base-dlami.rst.txt | ```
.. _setup-tensorflow-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuron") Setup on Ubuntu 20 with DLAMI Base
===================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuron-u20-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-cla... | 2023-09-29T20:55:31.799Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/tutorials/build-run-neuron-container.rst.txt | ```
.. _how-to-build-neuron-container:
Tutorial How to Build and Run a Neuron Container
================================================
Introduction
------------
This document explains how to build a Neuron Container using an existing Dockerfile.
Pre-requisites
--------------
#. Docker version 18 or newer is confi... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _how-to-build-neuron-container:
Tutorial How to Build and Run a Neuron Container
================================================
Introduction
------------
This document explains how ... | 2023-09-29T20:55:31.807Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/tutorials/tutorial-docker-env-setup.rst.txt | ```
.. _tutorial-docker-env-setup:
Tutorial Docker environment setup
=================================
Introduction
------------
A Neuron application can be deployed using docker containers. This
tutorial describes how to configure docker to expose Inferentia/Trainium devices
to containers.
.. tab-set::
.. tab... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tutorial-docker-env-setup:
Tutorial Docker environment setup
=================================
Introduction
------------
A Neuron application can be deployed using docker containers.... | 2023-09-29T20:55:31.842Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/mxnet/neuron/ubuntu/mxnet-neuron-ubuntu20.rst.txt | ```
.. _setup-mxnet-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
MXNet Neuron ("mxnet-neuron") Setup on Ubuntu 20
=================================================
.. contents:: Table of co... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-mxnet-neuron-u20:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
... | 2023-09-29T20:55:31.850Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/docker-example/inference/Dockerfile-inference-dlc.rst.txt | ```
.. _inference-dlc-dockerfile:
DLC sample Dockerfile for Application Container
==============================================
.. literalinclude:: Dockerfile-inference-dlc
:linenos:
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _inference-dlc-dockerfile:
DLC sample Dockerfile for Application Container
==============================================
.. literalinclude:: Dockerfile-inference-dlc
:linenos:
</pr... | 2023-09-29T20:55:31.955Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/tutorials/ks8-neuron-scheduler-flow.rst.txt | ```
.. _k8s-neuron-scheduler-flow:
Neuron Scheduler Extension Flow Diagram
---------------------------------------
::
+----------------------------+
| POD Manifest ... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _k8s-neuron-scheduler-flow:
Neuron Scheduler Extension Flow Diagram
---------------------------------------
::
... | 2023-09-29T20:55:31.966Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/docker-example/inference/torchserve-neuron.rst.txt | ```
.. _torchserve-neuron:
Torchserve Example
==================
.. literalinclude:: torchserve-neuron.sh
:linenos:
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _torchserve-neuron:
Torchserve Example
==================
.. literalinclude:: torchserve-neuron.sh
:linenos:
</pre></body></html> | 2023-09-29T20:55:31.972Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuron/ubuntu/tensorflow-neuron-ubuntu22.rst.txt | ```
.. _setup-tensorflow-neuron-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuron") Setup on Ubuntu 22
============================================================
... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuron-u22:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-sm... | 2023-09-29T20:55:32.002Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/docker-example/inference/config-properties.rst.txt | ```
.. _torchserve-config-properties:
Torchserve config.properties example
====================================
.. literalinclude:: config.properties
:linenos:
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _torchserve-config-properties:
Torchserve config.properties example
====================================
.. literalinclude:: config.properties
:linenos:
</pre></body></html> | 2023-09-29T20:55:32.045Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuron/amazon-linux/tensorflow-neuron-al2.rst.txt | ```
.. _setup-tensorflow-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuron") Setup on Amazon Linux 2
=========================================================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuron-al2:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-sm... | 2023-09-29T20:55:32.050Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/neuron-setup/tensorflow/neuron/amazon-linux/tensorflow-neuron-al2-base-dlami.rst.txt | ```
.. _setup-tensorflow-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-class-title-small
TensorFlow Neuron ("tensorflow-neuron") Setup on Amazon Linux 2 with DLAMI Base
==============================... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _setup-tensorflow-neuron-al2-base-dlami:
.. card:: Select a Different Framework or Platform for Setup
:link: setup-guide-index
:link-type: ref
:class-body: sphinx-design-cla... | 2023-09-29T20:55:32.056Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/docker-example/training/mlp.rst.txt | ```
.. _mlp-train:
Simple MLP train script
========================
Save the following contents as mlp_train.py
.. literalinclude:: mlp_train.py
:linenos:
Save the following contents as model.py
.. literalinclude:: model.py
:linenos:
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _mlp-train:
Simple MLP train script
========================
Save the following contents as mlp_train.py
.. literalinclude:: mlp_train.py
:linenos:
Save the following contents as... | 2023-09-29T20:55:32.076Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/tutorials/tutorial-oci-hook.rst.txt | ```
.. _tutorial-oci-hook:
Tutorial Docker Neuron OCI Hook Setup
=====================================
Introduction
------------
A Neuron application can be deployed using docker containers. Neuron devices
are exposed to the containers using the --device option in the docker run command.
Docker runtime (runc) does n... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tutorial-oci-hook:
Tutorial Docker Neuron OCI Hook Setup
=====================================
Introduction
------------
A Neuron application can be deployed using docker containers.... | 2023-09-29T20:55:32.215Z | |
Dockerfile for Application Container — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/containers/docker-example/inference/Dockerfile-libmode.html#libmode-dockerfile | # Dockerfile for Application Container — AWS Neuron Documentation
Toggle in-page Table of Contents
_This document is relevant for_: `Inf1`
## Dockerfile for Application Container[#](#dockerfile-for-application-container "Permalink to this headline")
```
1# Example pytorch neuron container
2# To build:
3# dock... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Dockerfile for Application Container — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styles/theme.css... | 2023-09-29T20:55:32.315Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/tutorials/k8s-setup.rst.txt | ```
.. _tutorial-k8s-env-setup-for-neuron:
Kubernetes environment setup for Neuron
=======================================
Introduction
------------
Customers that use Kubernetes can conveniently integrate Inf1/Trn1 instances into their workflows. This tutorial will go through deploying the neuron device plugin daem... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tutorial-k8s-env-setup-for-neuron:
Kubernetes environment setup for Neuron
=======================================
Introduction
------------
Customers that use Kubernetes can conveni... | 2023-09-29T20:55:32.348Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/install-templates/inf1/launch-inf1-dlami-aws-cli.rst.txt | ```
.. _launch-inf1-dlami-aws-cli:
AWS CLI commands to launch inf1 instances
"""""""""""""""""""""""""""""""""""""""""
.. code:: bash
# Launch instance
# The following are the different Deep Learning AMIs to get started and is recommended
# for the tutorials.
# "Deep Learning AMI (Amazon Linux)*"
# "Deep L... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _launch-inf1-dlami-aws-cli:
AWS CLI commands to launch inf1 instances
"""""""""""""""""""""""""""""""""""""""""
.. code:: bash
# Launch instance
# The following are the different ... | 2023-09-29T20:55:32.355Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/devflows/inference/dev-flows.rst.txt | ```
.. _neuron1-devflows:
.. _compilation-flow-target:
.. _deploym-flow-target:
Developer Flows Introduction
============================
|image|
.. |image| image:: /images/neuron-devflow.jpg
:width: 500
:alt: Neuron developer flow
A typical Neuron developer flow includes compilation phase and then deplo... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron1-devflows:
.. _compilation-flow-target:
.. _deploym-flow-target:
Developer Flows Introduction
============================
|image|
.. |image| image:: /images/neuron-devflow.... | 2023-09-29T20:55:32.427Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/containers/docker-example/training/Dockerfile-trainium-dlc.rst.txt | ```
.. _trainium-dlc-dockerfile:
Dockerfile for Application Container
====================================
.. literalinclude:: Dockerfile-training-dlc
:linenos:
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _trainium-dlc-dockerfile:
Dockerfile for Application Container
====================================
.. literalinclude:: Dockerfile-training-dlc
:linenos:
</pre></body></html> | 2023-09-29T20:55:32.490Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/setup/tensorflow-install.rst.txt | ```
.. _install-neuron-tensorflow:
Install TensorFlow Neuron
=========================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. include:: /genera... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _install-neuron-tensorflow:
Install TensorFlow Neuron
=========================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents... | 2023-09-29T20:55:32.785Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/torch/torch-neuron/setup/pytorch-install.rst.txt | ```
.. _install-neuron-pytorch:
Install PyTorch Neuron (``torch-neuron``)
=========================================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _install-neuron-pytorch:
Install PyTorch Neuron (``torch-neuron``)
=========================================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
..... | 2023-09-29T20:55:32.842Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/torch/torch-neuron/setup/pytorch-update.rst.txt | ```
.. _update-neuron-pytorch:
Update to latest PyTorch Neuron (``torch-neuron``)
==================================================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _update-neuron-pytorch:
Update to latest PyTorch Neuron (``torch-neuron``)
==================================================
.. include:: /general/setup/install-templates/inf1/note-se... | 2023-09-29T20:55:32.945Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/neuron2-intro-faq.rst.txt | ```
.. _neuron2-intro-faq:
Neuron 2.x Introduction at Trn1 GA - FAQ
----------------------------------------
.. contents:: Table of contents
:local:
:depth: 1
.. include:: /release-notes/templates/n2.x-trn1-ga-faq.txt
``` | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron2-intro-faq:
Neuron 2.x Introduction at Trn1 GA - FAQ
----------------------------------------
.. contents:: Table of contents
:local:
:depth: 1
.. include:: /release-not... | 2023-09-29T20:55:33.020Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/torch/torch-neuron/tutorials/index.rst.txt | ```
.. _pytorch-tutorials:
PyTorch Neuron Tutorials
====================
Before running a tutorial
-------------------------
You will run the tutorials on an inf1.6xlarge instance running Deep Learning AMI (DLAMI) to enable both compilation and deployment (inference) on the same instance. In a production environment... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _pytorch-tutorials:
PyTorch Neuron Tutorials
====================
Before running a tutorial
-------------------------
You will run the tutorials on an inf1.6xlarge instance running De... | 2023-09-29T20:55:33.054Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/mxnet-neuron/setup/mxnet-update.rst.txt | ```
.. _update-neuron-mxnet:
Update to latest MXNet Neuron
===============================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. include:: /gene... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _update-neuron-mxnet:
Update to latest MXNet Neuron
===============================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of conte... | 2023-09-29T20:55:33.061Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/setup/tensorflow-update.rst.txt | ```
.. _update-neuron-tensorflow:
Update to latest TensorFlow Neuron
===============================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. incl... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _update-neuron-tensorflow:
Update to latest TensorFlow Neuron
===============================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Tab... | 2023-09-29T20:55:33.108Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/release-notes/releasecontent.rst.txt | ```
.. _neuron-release-content:
.. _latest-neuron-release-content:
Release Content
===============
.. contents:: Table of contents
:local:
:depth: 2
Neuron 2.9.1 (04/19/2023)
-------------------------
Trn1 packages
^^^^^^^^^^^^^
.. program-output:: python3 src/helperscripts/n2-helper.py --list=packages --in... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron-release-content:
.. _latest-neuron-release-content:
Release Content
===============
.. contents:: Table of contents
:local:
:depth: 2
Neuron 2.9.1 (04/19/2023)
--------... | 2023-09-29T20:55:33.249Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tf2_faq.rst.txt | ```
.. _tf2_faq:
TensorFlow 2.x FAQ
===================
.. contents:: Table of contents
:local:
:depth: 1
How do I get started with TensorFlow?
-------------------------------------
The easiest entry point is the tutorials offered by the AWS Neuron team. For beginners, the :ref:`HuggingFace DistilBERT Tutori... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tf2_faq:
TensorFlow 2.x FAQ
===================
.. contents:: Table of contents
:local:
:depth: 1
How do I get started with TensorFlow?
-------------------------------------
... | 2023-09-29T20:55:33.258Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/onnx-faq.rst.txt | ```
.. _onnx-faq:
ONNX FAQ
---------
.. contents:: Table of contents
:local:
:depth: 1
Can I use ONNX models with Neuron ? If not, what should I do?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AWS Neuron does not directly support compilation of models in the ONNX file format. The recommende... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _onnx-faq:
ONNX FAQ
---------
.. contents:: Table of contents
:local:
:depth: 1
Can I use ONNX models with Neuron ? If not, what should I do?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^... | 2023-09-29T20:55:33.354Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/mxnet-neuron/setup/mxnet-install.rst.txt | ```
.. _install-neuron-mxnet:
Install MXNet Neuron
=====================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
:depth: 2
Develop on AWS ML accelerator instance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. include:: /general/setup/install... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _install-neuron-mxnet:
Install MXNet Neuron
=====================
.. include:: /general/setup/install-templates/inf1/note-setup-cntr.rst
.. contents:: Table of contents
:local:
... | 2023-09-29T20:55:33.375Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/inference/trouble-shooting-faq.rst.txt | ```
.. _trouble-shooting-inf1-faq:
Troubleshooting for Inf1 - FAQ
==============================
.. contents:: Table of contents
:local:
:depth: 1
Performance is not what I expect it to be, what's the next step?
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Please check our :ref:`perfor... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _trouble-shooting-inf1-faq:
Troubleshooting for Inf1 - FAQ
==============================
.. contents:: Table of contents
:local:
:depth: 1
Performance is not what I expect it ... | 2023-09-29T20:55:33.460Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/tensorflow/tensorflow-neuron/tf1_faq.rst.txt | ```
.. _tf1_faq:
TensorFlow 1.x FAQ
===================
.. contents:: Table of contents
:local:
:depth: 1
How do I get started with TensorFlow?
-------------------------------------
The easiest entry point is the tutorials offered by the AWS Neuron team. For beginners, the :ref:`ResNet50 tutorial </src/exampl... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tf1_faq:
TensorFlow 1.x FAQ
===================
.. contents:: Table of contents
:local:
:depth: 1
How do I get started with TensorFlow?
-------------------------------------
T... | 2023-09-29T20:55:33.562Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/training/neuron-training.rst.txt | ```
.. _neuron-training-faq:
Training with Neuron - FAQ
==========================
.. contents:: Table of contents
:local:
:depth: 2
Compute
-------
How do I get started with training my model on Trn1?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Once you select your machine learning framework, you c... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron-training-faq:
Training with Neuron - FAQ
==========================
.. contents:: Table of contents
:local:
:depth: 2
Compute
-------
How do I get started with training... | 2023-09-29T20:55:33.573Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/inference/neuron-faq.rst.txt | ```
.. _neuron-f1-faq:
Inference with Neuron - FAQ
---------------------------
.. contents:: Table of contents
:local:
:depth: 1
What ML model types and operators are supported by AWS Neuron?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AWS Neuron includes a compiler that converts your trai... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron-f1-faq:
Inference with Neuron - FAQ
---------------------------
.. contents:: Table of contents
:local:
:depth: 1
What ML model types and operators are supported by AWS ... | 2023-09-29T20:55:33.658Z | |
PyTorch Tutorial Setup — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/frameworks/torch/torch-neuron/tutorials/pytorch-tutorial-setup.html#pytorch-tutorial-setup | # PyTorch Tutorial Setup — AWS Neuron Documentation
## PyTorch Tutorial Setup
_This document is relevant for_: `Inf1`
## PyTorch Tutorial Setup[#](#pytorch-tutorial-setup "Permalink to this headline")
1. Launch an Inf1.6xlarge Instance:
- Please follow the instructions at [launch an Amazon EC2 Instance]... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>PyTorch Tutorial Setup — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../../_static/styles/theme.css?digest=199... | 2023-09-29T20:55:33.897Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/faq/contributing-faq.rst.txt | ```
.. _contribute-faq:
Contributing Guidelines FAQs
============================
.. contents:: Table of contents
:local:
:depth: 1
Whether it's
a bug report, new feature, correction, or additional documentation, we
greatly value feedback and contributions from our community.
Please read through this document... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _contribute-faq:
Contributing Guidelines FAQs
============================
.. contents:: Table of contents
:local:
:depth: 1
Whether it's
a bug report, new feature, correction, ... | 2023-09-29T20:55:34.005Z | |
Previous Releases’ Content (Neuron 1.x) — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/release-notes/neuron1/prev/content.html#pre-n1-release-content | # Previous Releases’ Content (Neuron 1.x) — AWS Neuron Documentation
_This document is relevant for_: `Inf1`
## Previous Releases’ Content (Neuron 1.x)[#](#previous-releases-content-neuron-1-x "Permalink to this headline")
Table of contents
- [Neuron 2.5.0 (11/23/2022)](#neuron-2-5-0-11-23-2022)
- [Neuron ... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Previous Releases’ Content (Neuron 1.x) — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styles/theme.... | 2023-09-29T20:55:34.239Z |
Deploy Neuron Container on EC2 — AWS Neuron Documentation | https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/general/devflows/inference/dlc-then-ec2-devflow.html | # Deploy Neuron Container on EC2 — AWS Neuron Documentation
_This document is relevant for_: `Inf1`
## Deploy Neuron Container on EC2[#](#deploy-neuron-container-on-ec2 "Permalink to this headline")
Table of Contents
- [Description](#description)
- [Setup Environment](#setup-environment)
## [Descript... | <!DOCTYPE html><html lang="en"><head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Deploy Neuron Container on EC2 — AWS Neuron Documentation</title>
<!-- Loaded before other Sphinx assets -->
<link href="../../../_static/styles/theme.css?diges... | 2023-09-29T20:55:34.621Z |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/frameworks/torch/torch-neuronx/tutorials/training/megatron_lm_gpt.rst.txt | ```
.. _megatron-lm-pretraining-tutorial:
Megatron-LM GPT Pretraining Tutorial [End of Support]
======================================================
GPT is a large language model that excels at many natural language
processing (NLP) tasks. It is derived from the decoder part of the
Transformer. `Neuron Reference Fo... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _megatron-lm-pretraining-tutorial:
Megatron-LM GPT Pretraining Tutorial [End of Support]
======================================================
GPT is a large language model that excel... | 2023-09-29T20:55:35.246Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/release-notes/tensorflow/tensorflow-modelserver-neuron/tensorflow-modelserver-neuron-v2.rst.txt | ```
.. _tensorflow-modelserver-rn-v2:
TensorFlow-Model-Server-Neuron 2.x Release Notes
================================================
.. contents:: Table of contents
:local:
:depth: 1
This document lists the release notes for the
TensorFlow-Model-Server-Neuron package.
TensorFlow Model Server Neuron 2.x rel... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _tensorflow-modelserver-rn-v2:
TensorFlow-Model-Server-Neuron 2.x Release Notes
================================================
.. contents:: Table of contents
:local:
:depth: 1... | 2023-09-29T20:55:35.287Z | |
https://awsdocs-neuron.readthedocs-hosted.com/en/v2.14.1/_sources/general/setup/setup-troubleshooting.rst.txt | ```
.. _neuron-setup-troubleshooting:
Neuron Setup Troubleshooting
============================
.. contents:: Table of contents
:local:
:depth: 2
.. _gpg_key_update:
How to update Neuron repository GNU Privacy Guard (GPG) key for Ubuntu installation
------------------------------------------------------------... | <html><head><meta name="color-scheme" content="light dark"></head><body><pre style="word-wrap: break-word; white-space: pre-wrap;">.. _neuron-setup-troubleshooting:
Neuron Setup Troubleshooting
============================
.. contents:: Table of contents
:local:
:depth: 2
.. _gpg_key_update:
How to update Neu... | 2023-09-29T20:55:35.564Z |
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