-
File "C:/Users/Daxika/Desktop/improved_wgan_training-master/improved_wgan_training-master/gan_toy.py", line 239, in
_data = gen.next()
AttributeError: 'generator' object has no attribute 'nex…
-
There seems to be a memory leak in the improved WGAN code. This is due to the `BatchNorm2d` layers in the Discriminator and Generator of the DCGAN, which is used for the improved WGAN and the `torch.a…
-
My cifar dataset:
batches.meta.txt data_batch_2.bin data_batch_4.bin readme.html
data_batch_1.bin data_batch_3.bin data_batch_5.bin test_batch.bin
when I run: python gan_cifar10 get error:…
-
Hi, I was wondering why did you guys decide to use batch norm in a critic of WGAN-GP. The paper on Improved training of WGAN(the one where gradient penalty is proposed) advises against it.
Thanks in…
-
Hi there,
I got this error when running gan_mnist.py :
File "C:\Users\adrien\Desktop\WGan P8\improved_wgan_training-master\tflib\save_images.py", line 31, in save_images
img = np.zeros((h …
-
How do you solve this problem?
improved_wgan_training-master/tflib/plot.py", line 46, in flush
pickle.dump(dict(_since_beginning), f, pickle.HIGHEST_PROTOCOL)
AttributeError: module '_pickle' h…
-
Thanks for the author's wonderful theory analysis and beautiful model implementation. I have 3 questions about Improved WGAN model with resnet 101 discriminator.
Firstly, according to my understand…
-
As is it currently it contradicts the direction of the gradient penalty.
Another fix would be to switch uses of positive_y and negative_y.
-
https://github.com/caogang/wgan-gp/blob/ae47a185ed2e938c39cf3eb2f06b32dc1b6a2064/gan_language.py#L159
Right before this line, it should be added `"gradients = gradients.view(BATCH_SIZE, -1)"`?
-
In the original paper of wasserstein gan, the weight has to be clipped between [-c, c]
However, I see in the code. The gradient has been clipped. Why could be gradient not weight?
Thank you in advan…