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WGAN-gp loss keeps going large #54

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@haonanhe

Hello, I've implemented your code on my own dataset. However, the d_loss decreases from 10(which equals to lambda) to a very small negative number(like -10000), the wasserstein distance keeps going to order of million, and the gradient penalty changes from 10 to 0 and then goes to order of thousand. I've worked on this problem for several days but I still can't solve it. Can anyone help me with this?
@caogang

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