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Speed improvement #17

@jdeschamps

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@jdeschamps

Currently when using the notebook, and soon the corresponding widget, for running on a whole dataset, we only use 5-8% of the 16 GB GPUs.

We should try to see whether it can be optimized. Multiple runner for the data loading? Dask?

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