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why no logdet computed for the actnorm in conv2d

Open weixsong opened this issue 6 years ago • 1 comments

https://github.com/openai/glow/blob/eaff2177693a5d84a1cf8ae19e8e0441715b82f8/tfops.py#L256

In this line of code, after conv2d, another actnorm is used. I'm not quite clear why logdet is not computed for this actnorm, this actnorm also changed the distribution volume.

weixsong avatar Mar 01 '19 10:03 weixsong

The conv2d operations are not applied to the random variable directly. They are used by the affine coupling layer to parameterize the affine transformation on the random variable.

bgroenks96 avatar Feb 06 '20 21:02 bgroenks96