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Comments (8)

yunjey avatar yunjey commented on May 28, 2024

@ypw1996 For stable training, you should use batch_size >= 8. We also observed the worse result when using batch_size=4.

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ypw1996 avatar ypw1996 commented on May 28, 2024

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yunjey avatar yunjey commented on May 28, 2024

@ypw1996 Thanks a lot for your interest!

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stone100010 avatar stone100010 commented on May 28, 2024

Hopefully there will be more progress later, such as more precise style control proposed by style GAN.

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ypw1996 avatar ypw1996 commented on May 28, 2024

Hopefully there will be more progress later, such as more precise style control proposed by style GAN.

what do you mean?

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wenhe-jia avatar wenhe-jia commented on May 28, 2024

Due to the memory limitation, I set batch_size=4, max_iter=200000, and also half the learning rate, can I get the same performance with model trained with batch_size=8?

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jokerlc avatar jokerlc commented on May 28, 2024

@ypw1996 For stable training, you should use batch_size >= 8. We also observed the worse result when using batch_size=4.

so, if I set the batch_size larger than 8 (as 32), can get better results?

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stone100010 avatar stone100010 commented on May 28, 2024

Hopefully there will be more progress later, such as more precise style control proposed by style GAN.

what do you mean?

like this : https://github.com/woctezuma/stylegan2-projecting-images#3-expression-transfer

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