Is your feature request related to a problem? Please describe.
Currently, we are doing a dynamic check for the problem that cutoff twice with the same PL value. This is due to the fact that in our implementation with a time-based profile window, the number of iterations one profile window take can be variable.
If we can move to a static check, this exception can be detected earlier.
Describe the solution you'd like
In #2, we will move to an iteration-based profile window. So, we can do a static check in the constructor of ZeusDataLoader by comparing the len(self) with self.warmup_iters + self.prof_iters.
Is your feature request related to a problem? Please describe. Currently, we are doing a dynamic check for the problem that cutoff twice with the same PL value. This is due to the fact that in our implementation with a time-based profile window, the number of iterations one profile window take can be variable. If we can move to a static check, this exception can be detected earlier.
Describe the solution you'd like In #2, we will move to an iteration-based profile window. So, we can do a static check in the constructor of
ZeusDataLoaderby comparing thelen(self)withself.warmup_iters + self.prof_iters.