SUGGEST: Stop Training On #Reps or ElapsedTime

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Joined: Wed 21. Jul 2010, 18:43

SUGGEST: Stop Training On #Reps or ElapsedTime

Post by MrCreosote »

Stopping training appears to only have an Error control.

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
These can be applied to either the Teaching Lesson or the Validation Lesson.

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.)
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