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IMPORTANT: Please create an issue first before opening a Pull Request.
Linked to issue(s): Closes #558

What changes were proposed in this pull request?

Enable tensorflow 2.19 with Keras 2 backend.

How was this patch tested?

CI

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[CATS] upgrade to tensorflow 2.19.0

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