Tensorflow, tensorflow-quantum and tensorflow-federated version compatibility?

Sakib_Rayhan · March 20, 2023, 6:41am

I am having problem with tensorflow, tensorflow-quantum and tensorflow-federated version compatibility and I tried different versions but didn’t work on google colab… Is there any way?

chunduriv · March 20, 2023, 5:21pm

@Sakib_Rayhan,

Welcome to the Tensorflow Forum!

Tensorflow Quantum 0.7.2 works with Tensorflow 2.7.0.

github.com

tensorflow/quantum/blob/master/release/setup.py#L61-L62


      
          EXTRA_PACKAGES = ['tensorflow == 2.7.0']
          CUR_VERSION = '0.7.2'

Latest version of Tensorflow Federated (0.51.0) works with latest version of Tensorflow (2.11.0)

github.com

tensorflow/federated/blob/main/requirements.txt#L46


      
          jax==0.3.14
          numpy~=1.21
          portpicker~=1.5
          pytype==2022.12.15
          semantic-version~=2.6
          tensorflow-compression~=2.11.0
          tensorflow-model-optimization==0.7.3
          tensorflow-privacy==0.8.8
          # The version of this dependency should match the version in
          # https://github.com/tensorflow/federated/blob/main/WORKSPACE.
          tensorflow~=2.11.0
          tqdm~=4.64
          typing-extensions~=4.4.0

Since there is no major release from Tensorflow Quantum to support the latest version of Tensorflow, you are unable to install all three at the same time.

Thank you!

Sakib_Rayhan · March 31, 2023, 2:07pm

Is there any way that I can use tensorflow-quantum==0.4.0 , tensorflow-federated==0.17.0 at the same time? Is this two compatible and how I can use or install this two ?