Install TensorFlow 2.x (tensorflow-neuronx)
This document is relevant for: Inf2
, Trn1
, Trn1n
Install TensorFlow 2.x (tensorflow-neuronx
)#
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.
When launching a Trn1, please adjust your primary EBS volume size to a minimum of 512GB.
# Install Python venv
sudo yum 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.* tensorflow-neuronx
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.
When launching a Trn1, please 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_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.* tensorflow-neuronx
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.
When launching a Trn1, please adjust your primary EBS volume size to a minimum of 512GB.
# Install Python venv
sudo yum 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.* tensorflow-neuronx
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.
When launching a Trn1, please 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_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.* tensorflow-neuronx
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.
When launching a Trn1, please adjust your primary EBS volume size to a minimum of 512GB.
# Install Python venv
sudo yum 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.* tensorflow-neuronx
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.
When launching a Trn1, please 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_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.* tensorflow-neuronx
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.
When launching a Trn1, please adjust your primary EBS volume size to a minimum of 512GB.
# Install Python venv
sudo yum 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.* tensorflow-neuronx
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.
When launching a Trn1, please 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_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.* tensorflow-neuronx
This document is relevant for: Inf2
, Trn1
, Trn1n