Added spectral normalization for UNet_256 G and NLayer D#750
Open
siddhartha-iitd wants to merge 1 commit intojunyanz:masterfrom
Open
Added spectral normalization for UNet_256 G and NLayer D#750siddhartha-iitd wants to merge 1 commit intojunyanz:masterfrom
siddhartha-iitd wants to merge 1 commit intojunyanz:masterfrom
Conversation
Owner
|
I will leave @taesungp for code review. Would it be better to add spectral norm as an option for |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Based on Spectral Normalization (https://arxiv.org/abs/1802.05957), added support for spectral_norm in both Generator and Discriminator. This really helped in stabilizing cyclegan training and preventing model going into mode collapse. Hope it helps the community!