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LRScheduledTFModel: Super Convergence and Learning rate Schedulers

Merged Andrei Glinskii requested to merge feat/lr-base-model into dev

Created by: vikmary

  • add learning rate & momentum schedulers
  • wrap TFModel with EnhancedTFModel that supports schedulers
  • rewrite go_bot, ner and squad to inherit from EnhancedModel
  • refactor go_bot
  • Super Convergence tutorial