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tdeboissiere / DeepLearningImplementations

Implementation of recent Deep Learning papers
MIT License
1.81k stars 650 forks source link

Keras Version and TensorFlow Version #38

Closed pindapuj closed 7 years ago

pindapuj commented 7 years ago

This has been driving me crazy, but when running your GAN code (original, not tensorflow repo) I am unable to reproduce your example images. I'm using Keras 1.2, tensorflow-gpu 1.0.0, and python 3.5.

I've tried both generators, but invariably after 5-10 epochs, the D logloss plateaus at 8.0554 and the G logloss stagnates at 16.032. The current batch image stops showing improvement too.

This is the command I run. I've tried with --generator deconv too. python main.py --backend tensorflow --dset mnist

Do you mind sharing the parameters and versions you used to generate the results? Or if you know why things are just not learning? I'd really appreciate it. Thanks!

pindapuj commented 7 years ago

Sorry. I just saw this closed issue. Going to give it a go. Bug in mnist Gan implementation #11

Thanks for the great code!