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log of determinant for inverse pass #70

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kaido975 opened this issue Dec 29, 2022 · 3 comments
Open

log of determinant for inverse pass #70

kaido975 opened this issue Dec 29, 2022 · 3 comments

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@kaido975
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If I am not missing it, It would be great to have this feature.
@rafaelorozco
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Yes I agree, I have a branch with this implemented. I will open a PR later today. Will you mostly be using the GLOW network?

@rafaelorozco
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Ok, this branch https://github.com/slimgroup/InvertibleNetworks.jl/tree/glow-map implements the logdet on inverse and the backward_inv for glow network. The code base doesn't expect inverse to output logdet so some of the other network tests fail. But I made sure that the glow network and layers tests pass. I will fix the rest of the tests to merge to master in a bit but you are welcome to play around with that branch in the meanwhile.

@fabienbaron
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Looks like this has not been merged? Useful though.

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@fabienbaron @rafaelorozco @kaido975