[docs] Provide information about resource deadlocks, early stopping in Tune docs #18947
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Why are these changes needed?
Provides a section in the FAQ regarding deadlocks caused by not enough resources being allocated to trials, and extends the "Which search algorithm/scheduler should I choose?" section
Related issue number
Related to #18808, modin-project/modin#3479 (comment)
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scripts/format.sh
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