"Ideally, the optimizer would adjust the budgets online" -- when will it be implemented and using what method?

automl / HpBandSter

a distributed Hyperband implementation on Steroids

BSD 3-Clause "New" or "Revised" License

611 stars 109 forks source link

"Ideally, the optimizer would adjust the budgets online" -- when will it be implemented and using what method? #93

Open 2533245542 opened 4 years ago

2533245542 commented 4 years ago

The documentation of hpbandster says Ideally, the optimizer would adjust the budgets online, but none of the implement ones does that right now. We are working on extensions that automate this procedure and incorporate that into the optimization run itself. When will this be implemented and what method will be used to adjusting the budgets? Could you link a paper?