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Reduce learning rate after certain number of epoch

조회 수: 6 (최근 30일)
Farhad Abedinzadeh
Farhad Abedinzadeh 2022년 10월 11일
댓글: Nicolas CRETIN 2024년 7월 29일
Hi, I have a question about reducing the learning rate or another way to enhance accuracy during training a deep learning model.
Suppose the loss metric does not improve after a defined epoch (for example 8). Is there a way to reduce the learning rate?
or
If the accuracy metric (or loss metric) fails to improve after a certain number of epochs, give another solution to improve accuracy.
Thank you all for your time and consideration

답변 (1개)

Sivylla Paraskevopoulou
Sivylla Paraskevopoulou 2022년 10월 18일
Check out the example Specify Training Options to see how to reduce the learning rate after a certain number of epochs.
  댓글 수: 2
Francisco Serra
Francisco Serra 2024년 2월 1일
Hey @Sivylla Paraskevopoulou what about REINFORCEMENT LEARNING TRAINING?
train requires rlTrainingOptions and this one doesn't have that decayment option. Do you any have a tip?

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