This document is relevant for: Inf2, Trn1

Install Tensorflow Neuron (Neuron 2.9.0)

Warning

This document is archived. TensorFlow 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.

Tensorflow 2.10.0

Amazon Linux 2 AMI

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

# Create Python venv
python3.8 -m venv aws_neuron_venv_tensorflow 

# Activate Python venv 
source aws_neuron_venv_tensorflow/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_tensorflow --display-name "Python (tensorflow-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==2.5.0.28 tensorflow-neuronx==2.10.1.2.0.0

Ubuntu 20 AMI

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

# Create Python venv
python3.8 -m venv aws_neuron_venv_tensorflow 

# Activate Python venv 
source aws_neuron_venv_tensorflow/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_tensorflow --display-name "Python (tensorflow-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==2.5.0.28 tensorflow-neuronx==2.10.1.2.0.0

This document is relevant for: Inf2, Trn1