This document is relevant for: Inf1

Update to latest TensorFlow Neuron (tensorflow-neuron)

If you already have a previous Neuron release installed, this section provide links that will assist you to update to latest Neuron release.

TensorFlow 2.10.1

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.

# Activate Python venv 
source aws_neuron_venv_tensorflow_inf1/bin/activate 

# Install Jupyter notebook kernel
pip install ipykernel 
python3.10 -m ipykernel install --user --name aws_neuron_venv_tensorflow_inf1 --display-name "Python (tensorflow-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

# Update TensorFlow Neuron
python -m pip install --upgrade tensorflow-neuron[cc] "protobuf"

# Update Neuron TensorBoard
python -m pip install --upgrade tensorboard-plugin-neuron

# Optional: Update Tensorflow Neuron model server
sudo apt-get install tensorflow-model-server-neuronx=2.10.1.2.12.2.0 -y

TensorFlow 2.9.3

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.

Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 1149, in <module>
    print(n2_manifest.generate_script(args))
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 138, in generate_script
    str_python = self.set_python_venv(args)
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 575, in set_python_venv
    packages_supporting_python_versions = self.get_pip_packages_supporting_python_versions(args)
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 82, in get_pip_packages_supporting_python_versions
    framework_python_versions = df_framework.loc[
IndexError: index 0 is out of bounds for axis 0 with size 0

TensorFlow 2.8.4

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.

Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 1149, in <module>
    print(n2_manifest.generate_script(args))
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 138, in generate_script
    str_python = self.set_python_venv(args)
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 575, in set_python_venv
    packages_supporting_python_versions = self.get_pip_packages_supporting_python_versions(args)
  File "/home/docs/checkouts/readthedocs.org/user_builds/awsdocs-neuron/checkouts/latest/src/helperscripts/n2-helper.py", line 82, in get_pip_packages_supporting_python_versions
    framework_python_versions = df_framework.loc[
IndexError: index 0 is out of bounds for axis 0 with size 0

This document is relevant for: Inf1