search

YU1ut / MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
MIT License
633 stars 129 forks source link

How to adjust α, λ u in our own data set? Any tips #37

Open ghost opened 3 years ago

ghost commented 3 years ago

How to adjust α, λ u in our own data set? Any tips

chen-hello commented 3 years ago

No, have you solved the problem

？

YU1ut commented 3 years ago

First, try lambda-u = 0 and change alpha to get the best performance, I think alpha=0.2 is a good start. Then, try to change lambda-u. You also should try different ema-decay to make sure ema_model is better than the normal model.