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LiDan456 / MAD-GANs

Applied generative adversarial networks (GANs) to do anomaly detection for time series data
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AD_Invert.py not finishing #3

Open pethan1911 opened 5 years ago

pethan1911 commented 5 years ago

Hi Li Dan, I am experimenting with your wonderful MAD-GAN work. All as bellow working well up until the python AD_Invert.py --settings_file kdd99_test which is on a strong GPU server running like 60 hours and not converging. The previous codes would always finish in like 6 hours maximum (all on the kdd99 data set). Would you please advise me how long the code should run? Is there not some error in the script, maybe?

Thank you so much

p. PS You can also reach me on petr.hantych@gmail.com

sathyapatel commented 5 years ago

Hi Petr, I am also facing the same issue on AD_Invert.py.. 1 epoch is still running more than 15 hours kdd99_test dataset on GPU server. Did you find any solution on this?

asis012 commented 5 years ago

though i decreased the number of epoch I have the same problem like others... what should I do to decrease computation time ??? any idea??

JaneLiu94 commented 5 years ago

I have the same issue, and the reconstruction error is 1.0 or NaN.

mjdebord commented 4 years ago

Same issue. Reconstruction always appears NaN

lwchaoyeah commented 4 years ago

Same issue. Reconstruction always appears 1.0 or NaN

hesongyao commented 4 years ago

Same issue. Reconstruction always appears 1.0 or NaN #18

AmberLay commented 3 years ago

Same issue. Reconstruction always appears 1.0 or NaN

huaxinfeihua commented 3 years ago

Same issue. Reconstruction always appears 1.0 or NaN，Has anyone solved this problem?

luckyStarForever commented 3 years ago

Would you like to tell me , "What are the requirements for the code project environment ?"

You can also run commands in the project environment:

pip freeze > D:\requirements.txt

Please share the requirements.txt content. Thank you very much!

luckyStarForever commented 3 years ago

Same issue. Reconstruction always appears 1.0 or NaN，Has anyone solved this problem?

Would you like to tell me , "What are the requirements for the code project environment ?"

You can also run commands in the project environment:

pip freeze > D:\requirements.txt

Please share the requirements.txt content. Thank you very much!

luckyStarForever commented 3 years ago

Hi Li Dan, I am experimenting with your wonderful MAD-GAN work. All as bellow working well up until the python AD_Invert.py --settings_file kdd99_test which is on a strong GPU server running like 60 hours and not converging. The previous codes would always finish in like 6 hours maximum (all on the kdd99 data set). Would you please advise me how long the code should run? Is there not some error in the script, maybe?

Thank you so much

p. PS You can also reach me on petr.hantych@gmail.com

Would you like to tell me , "What are the requirements for the code project environment ?"

You can also run commands in the project environment:

pip freeze > D:\requirements.txt

Please share the requirements.txt content. Thank you very much!