Install PyTorch NeuronX (Neuron 2.7.0) — Archived#

Warning

This document is archived. Neuron 2.7.0 is a superseded release provided here for reference only. For current setup, see Set up environments.

PyTorch 1.13.0

Amazon Linux 2 AMI

Note

Instructions in this page only apply to setting up Neuron components on Linux host running Ubuntu or Amazon Linux AMI.
When launching a Trn1/Trn2/Trn3 instance, you must adjust your primary EBS volume size to a minimum of 512GB.

# Install Python venv
sudo dnf install -y python3.8-venv gcc-c++

# Create Python venv
python3.8 -m venv aws_neuron_venv_pytorch

# Activate Python venv
source aws_neuron_venv_pytorch/bin/activate
python -m pip install -U pip

# Install Jupyter notebook kernel
pip install ipykernel
python3.8 -m ipykernel install --user --name aws_neuron_venv_pytorch --display-name "Python (torch-neuronx)"
pip install jupyter notebook
pip install environment_kernels

# Set pip repository pointing to the Neuron repository
python -m pip config set global.extra-index-url https://pip.repos.neuron.amazonaws.com

# Install wget, awscli
python -m pip install wget
python -m pip install awscli

# Install Neuron Compiler and Framework
python -m pip install neuronx-cc==2.4.0.21 torch-neuronx==1.13.0.1.4.0

Ubuntu 20 AMI

Note

Instructions in this page only apply to setting up Neuron components on Linux host running Ubuntu or Amazon Linux AMI.
When launching a Trn1/Trn2/Trn3 instance, you must adjust your primary EBS volume size to a minimum of 512GB.

# Install Python venv
sudo apt-get install -y python3.8-venv g++

# Create Python venv
python3.8 -m venv aws_neuron_venv_pytorch

# Activate Python venv
source aws_neuron_venv_pytorch/bin/activate
python -m pip install -U pip

# Install Jupyter notebook kernel
pip install ipykernel
python3.8 -m ipykernel install --user --name aws_neuron_venv_pytorch --display-name "Python (torch-neuronx)"
pip install jupyter notebook
pip install environment_kernels

# Set pip repository pointing to the Neuron repository
python -m pip config set global.extra-index-url https://pip.repos.neuron.amazonaws.com

# Install wget, awscli
python -m pip install wget
python -m pip install awscli

# Install Neuron Compiler and Framework
python -m pip install neuronx-cc==2.4.0.21 torch-neuronx==1.13.0.1.4.0