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Rudrabha / LipGAN

This repository contains the codes for LipGAN. LipGAN was published as a part of the paper titled "Towards Automatic Face-to-Face Translation".
http://cvit.iiit.ac.in/research/projects/cvit-projects/facetoface-translation
MIT License
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Didn't you apply any learning rate scheduler? #34

Closed dlwogns0128 closed 3 years ago

dlwogns0128 commented 3 years ago

Hello, I have a question about training LipGAN. In the train.py code, you can set the lr to 1e-3 but there is no scheduler code to reduce learning rate. Is it right to set learning rate to 1e-3 constantly?

prajwalkr commented 3 years ago

We have not experimented extensively with the learning rate schedule. The publicly released model is trained for a couple of more epochs with a lower learning rate, but we did not see a significant improvement in spite of this change. We suppose a learning rate schedule might make a significant difference if we are training on a much larger dataset. The LRS2 train set is only about 29 hours.