Ishaan Gulrajani

Thanks for the PR :) Re. the Inception Score changes, are those bugs also present in the canonical implementation (https://github.com/openai/improved-gan/blob/master/inception_score/model.py)? If so then I'm hesitant to change because enough people...

The CIFAR10 model which got the best results was a resnet, but not 101-resnet. We trained 101-resnet on bedrooms (see gan_64x64.py) to demonstrate that it worked, but we never expected...

It seems like you're trying to run the model without a GPU. Is there any reason you want to do this? I think it would be too slow to be...

sorry, the batchnorm implementation is a mess. i think this is what you need to do: 1. train with is_training=True (update_moving_stats and stats_iter can be anything) 2. after training, run...

Those don't typically apply. You in fact want D loss to be a large negative value within the first ~1000 iters, and then want it to increase steadily (ie move...