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kerasshuffletraining-dataseed
Bedrick Kiq
Bedrick Kiq

Reputation: 365

Keras Fixing Seed effect on traning data shuffling

I'm new in keras and i have one question.

To get reproducible result, i fixed seed. If the fit function shuffle parameter is true, is traning data order always same for all epochs or not?

Thanks in advance.

Upvotes: 3

Views: 2031

Answers (1)

MBT
MBT

Reputation: 24099

Yes, if you set the seed correctly to a certain value the training order should always be the same with the same seed. However I there were some problems regarding reproducibility when using TF and multiprocessing. I'm not sure if this is solved by now.

You can also checkout this site in the Keras Documentation.

Upvotes: 2

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