Python requirements and versions matching about synthseg HOT 5 OPEN

@hvgazula It would be awesome if you share your requirements_python311.txt. Good luck with training!

Here they are:
ss_reks_centos.txt
ss_reks_osx.txt

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Hi, @jennykim1016 I noticed this issue while working on my own. While I haven't tested the full range of synthseg's functionality, my preliminary work suggests you should be able to use this code (barring a minor infraction here and there) with a newer version of TF/Keras and Python. The farthest I could go was TF=2.15 and Python=3.11 with generation (at least). I am currently looking into prediction and will look into training very soon. If my tests turn out well on these three aspects (generation, training, and prediction), it will suffice to say SynthSeg can run on newer versions seamlessly.

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@hvgazula It would be awesome if you share your requirements_python311.txt. Good luck with training!

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Hi,

thanks all for the questions and answers!

I think I started looking into this a while ago and I was able to find a stable list of requirements for python 3.x (x>10), but I dropped it because I didn't like the new way of debugging keras models (it didn't allow anymore to access the values inside the call methods of custom keras layers).

I seem to remember that using this new list of requirements only needed minor changes in the code to make it run for training/testing. Unfortunately I don't think I saved this list of requirements... But using conda, it should be kind of straightforward to establish for any newer Python version.

Let me know if @hvgazula's list of requirements works, and then I can add it to the installation instructions :)

Thanks all!
Benjamin

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Thank you so much everyone for these helpful discussions! We have actually decided to move forward with Windows + appropriate versions for now, but if we do decide to test with a new Python version, I will make sure to test it and update the thread. Thanks!

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