improved-gan
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openai
Code for the paper "Improved Techniques for Training GANs"
I tried to find historical averaging implementation anywhere, but no-one seemed to imlement this. Will it be implemented in this repo?
I am finding a difference between the loss function explained in the [paper](https://arxiv.org/abs/1606.03498) and the loss functions in the [code](https://github.com/openai/improved-gan/blob/master/mnist_svhn_cifar10/train_mnist_feature_matching.py#L70). For the supervised loss, in the code, I understand that...
I run train_mnist_feature_matching.py with CPU,after 8 hours nothing output.Do you have any similar questions, Is there any mistake? thanks!
shape = [s.value for s in shape] File "D:\python_anaconda\lib\site-packages\tensorflow\python\framework\tensor_shape.py", line 481, in __iter__ raise ValueError("Cannot iterate over a shape with unknown rank.") ValueError: Cannot iterate over a shape with unknown...
I am trying to run the train_mnist_feature_matching.py code with python 3.5 but getting the error as below: File "[path]/lib/python3.5/site-packages/nn/tf.py", line 1, in from tensorflow import * AttributeError: 'module' object has...
these lines puzzle me: w = sess.graph.get_operation_by_name("softmax/logits/MatMul").inputs[1] logits = tf.matmul(tf.squeeze(pool3, [1, 2]), w) softmax = tf.nn.softmax(logits) I'm wondering, why not just use ``sess.graph.get_tensor_by_name('softmax:0')`` ? Why bother to manually do the...
The Inception Score calculation has 3 mistakes. ### It uses an outdated Inception network that in fact outputs a 1008-vector of classes (see [the following GitHub issue](https://github.com/tensorflow/tensorflow/issues/4128)): > It turns...
I have a custom dataset like cifar10 dataset... How do I specify the num of classes or labels?? Though we can pass it to y_dim, but it is not being...
