SUGGEST: Stop Training On #Reps or ElapsedTime

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MrCreosote
Posts: 55
Joined: Wed 21. Jul 2010, 17:43

SUGGEST: Stop Training On #Reps or ElapsedTime

Postby MrCreosote » Wed 20. Oct 2010, 21:12

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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