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LeeDoYup / AnoGAN-tf

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
MIT License
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Anomaly detection slowing down #25

Open pjbazin opened 5 years ago

pjbazin commented 5 years ago

Hi Lee,

Thanks for sharing your AnoGAN implementation. I implemented your version and noticed that when looping on anomaly detection the process goes slower an slower. Ater 200 iterrations, the computation can takes more than on minute ! Do you have an idea on what can cause that behaviour ?

LeeDoYup commented 5 years ago

I didn't check the issue, but i think it is because of memory usage. Basically, define-and-run is used in tensorflow and there would be unnecessary definition of some operations. I think i can check the issue in this weeked, but if you can check, please pull requests.

LoKerpiqo commented 4 years ago

Hi, did you solve this issue? I am faced with the same.