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Hi,

here is a PR in accordance with the Apache 2 Licence.

For a reproduction I had to bump some of the versions as my GPUs were too new.
This does not mean your code didn't work as provided, it just doesn't work on 3080Tis.

I summarized the the changes in the README, but in general I ran the migration script from tensorflow and then had to change the cost-function as it moved to tensorflow-addons.
I also added a docker file and a docker compose that runs the standard script.

You might want to cherry pick things, or just close this PR right away :) I just follow the licence.

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