Specify trial resources when using search algorithm to tune hyper-parameters

Hi Artur. Just posted it to Ray AIR forum: https://discuss.ray.io/t/specify-trial-resources-when-using-optuna-search-algorithm-to-tune-hyper-parameters/7473

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