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


      
          class BinaryDistribution(Distribution):
              """This class is needed in order to create OS specific wheels."""

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

github.com

google-parfait/tensorflow-federated/blob/main/requirements.txt#L46


      
          jax==0.4.14
          numpy~=1.25
          portpicker~=1.6
          scipy~=1.9.3
          tensorflow-model-optimization==0.7.5
          tensorflow-privacy==0.9.0
          tqdm~=4.64
          typing-extensions>=4.5.0,==4.5.*
          
          # The version of this dependency should match the version in
          # https://github.com/google-parfait/tensorflow-federated/blob/main/WORKSPACE.
          tensorflow>=2.14.0,==2.14.*
          
          # TODO: b/315515548 - Required because current dependencies are pulling in later
          # versions which are causing opaque failures.
          googleapis-common-protos==1.61.0

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 ?

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

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