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“instancenorm” in encode stage

Open amberhappy opened this issue 4 years ago • 1 comments

The instancenorm para about "track_running_states=True" and "affine=True".

In the training stage, should I set "track_running_states=True" and "affine=True"?

amberhappy avatar Jan 28 '21 06:01 amberhappy

In our experiment, we leave these two parameters as False, which is default in PyTorch. When set track_running_states=True, it will track the mean and variance. When False, it will only use batch statics. When set affine=True, it will have some learnable parameters in instance norm. You can try these settings if interested.

Rivendile avatar Apr 08 '21 03:04 Rivendile