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make validation notebook faster

Simon Mazenoux requested to merge make_validation_notebook_faster into dev

Multiprocessing goes brrr (6x speed improvement w/ 20 cores)

Screenshot_from_2024-09-04_10-51-16

Screenshot_from_2024-09-04_11-17-16

Edited by Simon Mazenoux

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