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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_train_begin(self, **kwargs:Any)->None:
        "Initialize inner arguments."
        self.wait, self.opt = 0, self.learn.opt
        super().on_train_begin(**kwargs)