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deel-lip supports until TensorFlow 2.15 #90

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merged 6 commits into from
Aug 8, 2024

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@cofri cofri commented Aug 5, 2024

Because of several changes in Keras 3 for TensorFlow 2.16 and above, deel-lip does not support latest TF versions.

  • Constraints on TensorFlow dependency (>= 2.2 and < 2.16) in setup.py
  • Warning message in README

@cofri cofri force-pushed the chore/set_maxx_tensorflow_version branch from 94980e1 to bfcafba Compare August 5, 2024 13:29
For TensorFlow 2.16 and later, Keras 3 is used and introduces a lot of
changes. DEEL-LIP will stop developments for TensorFlow after 2.15.
Because of changes in Keras 3, TensorFlow 2.16 and above are not supported
with current deel-lip version 1.5.0.
We set the GitHub actions to the latest supported TF version: 2.15
For unit tests in GitHub actions, TensorFlow versions 2.7 and 2.11 are tested
but failed because of wrong dependencies of Numpy. Numpy versions are thus
fixed in the tox environments.

Other TensorFlow versions are also failing, but they are not evaluated in
GitHub actions.
@cofri cofri force-pushed the chore/set_maxx_tensorflow_version branch from bfcafba to 5ffe540 Compare August 5, 2024 14:09
@cofri cofri marked this pull request as ready for review August 5, 2024 14:20
@cofri cofri requested review from thib-s and franckma31 August 5, 2024 14:21
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Perfect

@cofri cofri merged commit 51d693b into master Aug 8, 2024
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@cofri cofri deleted the chore/set_maxx_tensorflow_version branch August 8, 2024 13:36
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2 participants