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@caogang Thanks for your good code! But something confuses me in gan_cifar10.py
![image](https://user-images.githubusercontent.com/16457298/32690475-5db9c13a-c732-11e7-8f29-ed1dd7b44399.png)
dim…
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According to your paper, you use the loss format advocated by WGAN rather than the sigmoid cross-entropy loss used in the original GAN.
But in this repo, it looks no WGAN. That's why?
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It is impossible to run script `gan_train.py` because it has missing classes like `DCGANDiscriminator` and missing scripts like `models.dcgan`.
Also, I suggest to write `config.yaml` and use small…
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### System information
- **Have I written custom code (as opposed to using a stock example script provided in TensorFlow)**: Yes
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Window…
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Is there a reason requirments.txt says tensorflow==1.4.1 and not the latest like 1.7.0 compatible with CUDA 9.1? Is it just what you had/have at the time or is there other library or dependency issue…
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K.mean(y_true*y_pred)
why is that???
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I have a system with multiple GPUs, but the TensorFlow library only makes use of one of them. Is it possible to parallelize the training and password generation across multiple GPUs?
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I need to compute the gradient of the output w.r.t to its weights, the keras backend has a method called gradients which seems to do the work. Here is a question on this matter:
http://stackoverfl…
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Hi!
Your work is great meaningful.I wonder whether it is unsupervised and am interested in the reasons why you don't choose wgan or wgan-gp finally?
thanks.
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Hi, I'd like to know if there's a particular reason for using **glorot_uniform** as the initializer of ResBlocks?
As far as I know, ResBlocks are known to work well with **he_normal** initialization.…