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Dlats stochastic clipping range #22

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oneiroid opened this issue Oct 7, 2019 · 1 comment
Open

Dlats stochastic clipping range #22

oneiroid opened this issue Oct 7, 2019 · 1 comment
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enhancement New feature or request good first issue Good for newcomers

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@oneiroid
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oneiroid commented Oct 7, 2019

Hey! I've checked distribution of dlatent's components (W space) - they seem to be not in [-2,2] range, and not normal at all contrary to what's said in the readme...
It's more like gamma distribution in range [-0.25, 1.5]. I hardcoded the latter in you repo - quality seems to improve.

@pbaylies
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pbaylies commented Oct 7, 2019

Nice! Patches welcome, of course. Clipping can take a number already, it's set to 2 (i.e., [-2,2] because that is far enough out of the usual range, but it wouldn't be clipping values as quickly as you would be... Also, idk if the distribution is always like that for other StyleGAN models.

@pbaylies pbaylies added enhancement New feature or request good first issue Good for newcomers labels Dec 21, 2019
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Labels
enhancement New feature or request good first issue Good for newcomers
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