Reduce learning rate after certain number of epoch
5 次查看(过去 30 天)
显示 更早的评论
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
0 个评论
回答(1 个)
Sivylla Paraskevopoulou
2022-10-18
Check out the example Specify Training Options to see how to reduce the learning rate after a certain number of epochs.
2 个评论
Francisco Serra
2024-2-1
train requires rlTrainingOptions and this one doesn't have that decayment option. Do you any have a tip?
Nicolas CRETIN
2024-7-29
Hi Francisco,
Check this out, this should help: Learning rate schedule - Reinforcement Learning Toolbox - MATLAB Answers - MATLAB Central (mathworks.com)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Get Started with Statistics and Machine Learning Toolbox 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!