Update prod tf version to 2.11

[uri-granta]

PR type:

Related issue(s)/PRs:

Summary

Release notes

Fully backwards compatible: yes

If not, why is it worth breaking backwards compatibility:

PR checklist

• New features: code is well-documented
  • detailed docstrings (API documentation)
  • notebook examples (usage demonstration)
• The bug case / new feature is covered by unit tests
• Code has type annotations
• Build checks
  • I ran the black+isort formatter (make format)
  • I locally tested that the tests pass (make check-all)
• Release management
  • RELEASE.md updated with entry for this change
  • New contributors: I've added myself to CONTRIBUTORS.md

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 98.20%. Comparing base (6467581) to head (2d1d00d).

Additional details and impacted files

@@           Coverage Diff            @@
##           develop    #2110   +/-   ##
========================================
  Coverage    98.20%   98.20%           
========================================
  Files           98       98           
  Lines         5502     5502           
========================================
  Hits          5403     5403           
  Misses          99       99           

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[khurram-ghani]

LGTM!