Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization https://people.eecs.berkeley.edu/%7Ekjamieson/hyperband.html …
h/t @marcusmccurdy
FYI: http://ray.readthedocs.io/en/latest/tune.html … has a Hyperband implementation, might be useful for some quick experiments.
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Thanks for the tip. I'm trying to build my own now - there's a lot of opportunities to leverage per iteration training stats which the existing approaches don't really use
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Also, I want to combine with an actual optimization algorithm to find better and better configurations
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