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I always find it really hard to specify the budget for SH/HB correctly since SMAC wants the trials, while I want epochs, steps, etc. - so I have to literally reverse engineer the scheduler to start SMAC correctly! I know that I could set a timeout, but most ML might not want that. Enabling something like a "total_budget" option for MF would be extremely useful and will make SMAC a lot easier to use for non-AutoML folks.
The text was updated successfully, but these errors were encountered:
I always find it really hard to specify the budget for SH/HB correctly since SMAC wants the trials, while I want epochs, steps, etc. - so I have to literally reverse engineer the scheduler to start SMAC correctly! I know that I could set a timeout, but most ML might not want that. Enabling something like a "total_budget" option for MF would be extremely useful and will make SMAC a lot easier to use for non-AutoML folks.
The text was updated successfully, but these errors were encountered: