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Continue training from checkpoints reduced quality ? #10

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muhdlaziem opened this issue Dec 30, 2020 · 3 comments
Open

Continue training from checkpoints reduced quality ? #10

muhdlaziem opened this issue Dec 30, 2020 · 3 comments

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@muhdlaziem
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im continuing my training from checkpoint. the quality of the output samples a bit reduced. Is it normal ?
This is last sample i stopped.
Screenshot from 2020-12-30 14-45-19

This is the first sample continue from the checkpoint
Screenshot from 2020-12-30 14-44-55

@ehsienmu
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ehsienmu commented May 5, 2021

Do you know how to solve it? I have the same problem. Thank you.

@abesmon
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abesmon commented Oct 3, 2021

bumping up! Having same issue here. It's not something super problematic, but makes me curious

@junisabot
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junisabot commented Mar 11, 2022

it is due to the fade in feature of stylegan, you need to keep track the latest alpha for resume training.
normally the alpha will be equal to 1 if you completed the training properly.
you may try changing the code of <models/GAN.py> <line 753>

alpha = ticker / fade_point if ticker <= fade_point else 1
to
alpha = 1

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4 participants