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feat: add possibility of validation after N batches

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Closed Andrei Glinskii requested to merge feat/add_validation_after_n_batches into dev Sep 19, 2018
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Created by: PeganovAnton

Tasks with huge datasets make epoch validation inefficient.

intents_snips_bigru_val_every_n_batches.json test is identical to intents_snips_bigru.json except for "val_every_n_batches" name in "train".

This pull request includes following refactoring _validate() function is created for validation related ops and used for validation both after epoch and after batch. Also logging ops are converted into separate function _log(). Training control variables are united into train_monitor dictionary. train_monitor is initialized in separate function.

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Source branch: feat/add_validation_after_n_batches