Separate shared runtime and benchmark responsibilities - #32
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Separate shared contracts, task sources, tuning, and estimator helpers under
relarena.core. Keep benchmark loading and final refit/evaluation in the host, and backend definitions with their models.Validation: Python 3.11/3.12 tests, pinned pre-commit checks, and wheel/sdist builds.
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