SUGGEST: Stop Training On #Reps or ElapsedTime
Posted: Wed 20. Oct 2010, 22:12
Stopping training appears to only have an Error control.
Other stoppage events would be very useful if:
For example, the following could be specified:
Stop training once 5000 reps/epochs have been made past the minimum validation error of the run. (The teaching lesson weights were saved for the minimum validation error iteration.)
Other stoppage events would be very useful if:
- # Reps/Epochs Limit Exceeded
- Elapsed Time Limit Exceeded (or End Time Exceeded)
- # Reps/Epochs After Min Error Limit Exceeded
For example, the following could be specified:
Stop training once 5000 reps/epochs have been made past the minimum validation error of the run. (The teaching lesson weights were saved for the minimum validation error iteration.)