This document is relevant for: Inf1
MXNet Neuron (“mxnet-neuron”) Setup on Ubuntu 20#
Get Started with Latest Release of MXNet Neuron (mxnet-neuron)#
This section provide links that will assist you to quickly start with a fresh installation of Install MXNet Neuron.
Launch the Instance
Please follow the instructions at launch an Amazon EC2 Instance to launch an instance. When choosing the instance type at the EC2 console. please make sure to select the correct instance type.
To get more information about instance sizes and pricing see: Inf1 web page
Check for the latest version of the DLAMI Base AMI and copy the AMI name that starts with “Deep Learning Base Neuron AMI (Ubuntu 20.04) <latest_date>” from “AMI Name:” section
Search for the copied AMI name in the AMI Search , you should see a matching AMI with the AMI name in Community AMIs. Select the AMI and use it to launch the instance.
After launching the instance, follow the instructions in Connect to your instance to connect to the instance
Install Drivers and Tools
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
Install MXNet Neuron (mxnet-neuron)
# Install Python
sudo add-apt-repository ppa:deadsnakes/ppa
sudo apt-get install python3.9
# Install Python venv
sudo apt-get install -y python3.9-venv g++
# Create Python venv
python3.9 -m venv aws_neuron_venv_mxnet_inf1
# Activate Python venv
source aws_neuron_venv_mxnet_inf1/bin/activate
python -m pip install -U pip
# Install Jupyter notebook kernel
pip install ipykernel
python3.9 -m ipykernel install --user --name aws_neuron_venv_mxnet_inf1 --display-name "Python (mx_neuron)"
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 MXNet Neuron
wget https://aws-mx-pypi.s3.us-west-2.amazonaws.com/1.8.0/aws_mx-1.8.0.2-py2.py3-none-manylinux2014_x86_64.whl
pip install aws_mx-1.8.0.2-py2.py3-none-manylinux2014_x86_64.whl
python -m pip install mx_neuron==1.8.0.2.4.147.0 neuron-cc
Update to latest MXNet Neuron (mxnet-neuron)#
Warning
This document is archived. MXNet is no longer officially supported by the AWS Neuron SDK. It is provided for reference only. For current framework support, see ML framework support on AWS Neuron SDK.
If you already have a previous Neuron release installed, this section provide links that will assist you to update to latest Neuron release.
Note
For a successful installation or update, execute each line of the instructions below separately or copy the contents of the code block into a script file and source its contents.
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
Note
For a successful installation or update, execute each line of the instructions below separately or copy the contents of the code block into a script file and source its contents.
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
Use the tabs below to install a specific previous Neuron SDK release. Select the Neuron version you need.
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
Note
Inf1 instances are no longer supported. The installation and upgrade commands that were previously generated on this page have been removed. This document is retained for archival reference only.
This document is relevant for: Inf1