Keep hidden state in the optimization loops

[carmocca]

What does this PR do?

Part of #9349

Avoid saving the hidden state in the TrainingBatchLoop. This moves us one step closer to #8732

Does your PR introduce any breaking changes? If yes, please list them.

None

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[tchaton]

LGTM !