5bab0c451fda1312cf81e9d81319799a03fce181,deeppavlov/models/squad/squad.py,SquadModel,process_event,#SquadModel#Any#Any#,326

Before Change

            event_name: event_name sent by trainer
            data: number of examples, epochs, metrics sent by trainer
        
        if event_name == "after_validation":
            if data["impatience"] > self.last_impatience:
                self.lr_impatience += 1
            else:
                self.lr_impatience = 0

            self.last_impatience = data["impatience"]

            if self.lr_impatience >= self.learning_rate_patience:
                self.lr_impatience = 0
                self.learning_rate = max(self.learning_rate / 2, self.min_learning_rate)
                logger.info("SQuAD model: learning_rate changed to {}".format(self.learning_rate))
            logger.info("SQuAD model: lr_impatience: {}, learning_rate: {}".format(self.lr_impatience, self.learning_rate))

After Change

            event_name: event_name sent by trainer
            data: number of examples, epochs, metrics sent by trainer
        
        super().process_event(event_name, data)

Instances