Implement validation #13
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…the join function
…root to database_config.existing_dir
…artition to get validation data
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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.