def __init__(self, scales=4, base_width=26, style='pytorch', deep_stem=True, avg_down=True, **kwargs):
    self.scales = scales
    self.base_width = base_width
    super(Res2Net, self).__init__(style='pytorch', deep_stem=True, avg_down=True, **kwargs)
def __init__(self, scales=4, base_width=26, style='pytorch', deep_stem=True, avg_down=True, **kwargs):
    self.scales = scales
    self.base_width = base_width
    super(Res2Net, self).__init__(style='pytorch', deep_stem=True, avg_down=True, **kwargs)