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owkin / FLamby

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
https://owkin.github.io/FLamby/
MIT License
199 stars 23 forks source link

Caching preprocessed features in Kits19 #289

Open jeandut opened 1 year ago

jeandut commented 1 year ago

As the preprocessing from run_nnUnet_preprocessing.py is super RAM intensive and long we need to cache saved features and allow restarts to use previously computed features.

jeandut commented 1 year ago

At first glance this requires to modify nnunet functions which is something I would like to avoid.