As mentioned in the title, would that count in the allocated compute budget?
I feel like it should not count because if it does, it would have a big impact on the first week’s compute budget. This means that we would have to add some logic of the sort:
-if week==1, then do not do extra train, else, do it.
Adding this logic is possible, but I do not know if this is really necessary.
Are you saying that the “force first retrain” is essentially its own week (i.e., counts as a week with 16h compute and after that the counter gets reset)?
Each week will have his own dedicated 16h.
The force first train choice dictate if for the very first Run of the out of sample week, the train should be called even though you already submitted a resources folder.