Update flax

[divyashreepathihalli]

No description provided.

[gemini-code-assist]

Summary of Changes

Hello @divyashreepathihalli, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

I've updated the flax dependency version in both the standard and CUDA-specific JAX requirements files. This ensures we're using a more recent version of the flax library across our environments, which can bring performance improvements or bug fixes from the newer flax release.

Highlights

• Dependency Update: The flax library dependency has been updated to version 0.11.0 or newer (flax>=0.11.0) in the project's requirement files.

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[gemini-code-assist]

Code Review

This pull request updates the flax dependency by specifying a minimum version. My feedback focuses on improving the long-term stability of the project's dependencies by suggesting a more restrictive version constraint for flax to prevent potential issues with future releases.

[gemini-code-assist]

While pinning the minimum version of flax is a good step, using an open-ended greater-than-or-equal-to (>=) dependency can lead to future build failures if a new version of flax introduces breaking changes. To improve build reproducibility and prevent unexpected issues, it's better to specify a compatible release range.

Consider using a compatible release specifier like ~= which is used for tensorflow in this project, or adding an upper bound. For example: flax~=0.11.0 (allows versions >=0.11.0 and <0.12.0).

flax~=0.11.0

[gemini-code-assist]

While pinning the minimum version of flax is a good step, using an open-ended greater-than-or-equal-to (>=) dependency can lead to future build failures if a new version of flax introduces breaking changes. To improve build reproducibility and prevent unexpected issues, it's better to specify a compatible release range.

Consider using a compatible release specifier like ~= which is used for tensorflow in this project, or adding an upper bound. For example: flax~=0.11.0 (allows versions >=0.11.0 and <0.12.0).

flax~=0.11.0

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.72%. Comparing base (4085046) to head (3e4d000).

Additional details and impacted files

@@           Coverage Diff           @@
##           master   #21527   +/-   ##
=======================================
  Coverage   82.72%   82.72%           
=======================================
  Files         567      567           
  Lines       56264    56264           
  Branches     8797     8797           
=======================================
  Hits        46544    46544           
  Misses       7562     7562           
  Partials     2158     2158           

Flag	Coverage Δ
keras	82.53% <ø> (ø)
keras-jax	63.93% <ø> (ø)
keras-numpy	58.40% <ø> (-0.01%)	⬇️
keras-openvino	34.56% <ø> (ø)
keras-tensorflow	64.35% <ø> (ø)
keras-torch	63.98% <ø> (ø)

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