Compute budgets
A compute budget constrains resources, spending, and experiment choices. Account for elapsed time, memory, overhead, and the value of further evidence.
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Successive Halving
Successive halving spends little on all candidates and more on survivors. The allocation can save evaluation work, but small early samples and adaptive selection still affect the result.