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Loss Function #4

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wieschoo opened this issue Feb 23, 2016 · 1 comment

wieschoo commented Feb 23, 2016

Hi,

good work @ikostrikov ! I just wonder where the loss function:
https://github.com/ikostrikov/TensorFlow-VAE-GAN-DRAW/blob/master/main-gan.py#L60-L61
comes from?
Because it does not look like a cross entropy loss

I hope you do not mind my way of asking here.

Owner

ikostrikov commented Feb 24, 2016

Hi!

Thanks!

D1 and D2 have fixed labels there there was no need to write them down explicitly. Then, I took a more numerically stable formulation from:
https://www.tensorflow.org/versions/r0.7/api_docs/python/nn.html#sigmoid_cross_entropy_with_logits

Yes, sure. No problem.

ikostrikov closed this as completed

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