Add opt_idx to scheduler config if not assigned by user

[rohitgr7]

What does this PR do?

This is required for #10249 since we need to pass in optimizer_idx in the new hook.

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

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cc @Borda @rohitgr7

[carmocca]

Cool!