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Important note to gradient penalty for wgangp #513

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@Roulbac Roulbac commented Jan 30, 2019

As recommended in https://arxiv.org/pdf/1704.00028.pdf, using WGAN-GP loss needs not to use a normalization layer.

As recommended in https://arxiv.org/pdf/1704.00028.pdf, using WGAN-GP loss needs not to use a normalization layer.
@Roulbac Roulbac changed the title Important node to gradient penalty for wgangp Important note to gradient penalty for wgangp Jan 30, 2019
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junyanz commented Jan 31, 2019

I think the batchnorm is not compatible with gradient penalty loss. Instance norm might be fine as it is a normalization for each instance.

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