In this post we’ll show how to use SigOpt’s Bayesian optimization platform to jointly optimize competing objectives in deep learning pipelines on NVIDIA GPUs more than ten times faster than traditional approaches like random search. Measuring how well a model performs may not come down to a single factor. Often there are multiple, sometimes competing, ways to measure model performance.
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