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MappingToLatent has no activation #44

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eitanrich opened this issue Jun 3, 2020 · 2 comments
Open

MappingToLatent has no activation #44

eitanrich opened this issue Jun 3, 2020 · 2 comments

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@eitanrich
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Is it intentional that the D module (MappingToLatent) consists of three F.Linear layers w/o any activations (e.g. no ReLU / Leaky ReLU)?

ALAE/net.py

Line 894 in 5d8362f

block = ln.Linear(inputs, outputs, lrmul=0.1)

@podgorskiy
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That's an error. But I won't change it, to be consistent with the published results.
Most likely, the effect won't be significant, but I'm curious to see how the result will differ.

@eitanrich
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Maybe the behavior is related to Implicit Rank-Minimizing Autoencoder :)

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