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Implement validation#13

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coolteemf wants to merge 15 commits intomimesis-inria:masterfrom
coolteemf:implement_validation
Open

Implement validation#13
coolteemf wants to merge 15 commits intomimesis-inria:masterfrom
coolteemf:implement_validation

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@coolteemf
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Add logic to perform validation during training, once per epoch. Validation data is stored in its own .db file, which must be specified in dataset.json.
set_eval() must be called on data_manager and network_manager and the pipeline is responsible for connecting the database handler to the validation database partition.
Also fix some bugs.

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