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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:

def on_epoch_end(self, epoch, **kwargs:Any)->None:
        "Compare the value monitored to its best and maybe reduce lr."
        current = self.get_monitor_value()
        if current is None: return
        if self.operator(current - self.min_delta, self.best): self.best,self.wait = current,0
        else:
            self.wait += 1
            if self.wait > self.patience:
                self.opt.lr *= self.factor
                self.wait = 0
                print(f'Epoch {epoch}: reducing lr to {self.opt.lr}')