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Update Tensorflow Version in ML Configs #802

@MattToast

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@MattToast

Description

We should update the version of tensorflow we support for our ML backends as part of #796.

Justification

We are planning on adding support for numpy 2.0 but tensorflow 2.19 (the current SmartSim supported version) caps the numpy dependency at something <2.0.

Implementation Strategy

Tensorflow 2.21.x has support for numpy>2.0 and is not a breaking version change. We should just need to bump this in the ML configs, run the tests and cross our fingers that everything "just works"

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release:052026To be addressed as part of the May 2026 maintenance release

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