Staged factorial screening recovers stable early penalties from total batch, depth, and width in 2-10 minute pretraining runs and supports a bridge-centered recommendation through 24-hour continuations on two hosts.
Adams.Practical Bayesian Optimization of Machine Learning Algorithms
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Staged Factorial Screening for Budget-Constrained Micro-Pretraining
Staged factorial screening recovers stable early penalties from total batch, depth, and width in 2-10 minute pretraining runs and supports a bridge-centered recommendation through 24-hour continuations on two hosts.