def METHOD_NAME(self):
    for m in self.modules():
        if type(m) is Conv and hasattr(m, 'silu'):
            if isinstance(m.silu, torch.nn.SiLU):
                m.silu = SiLU()
        if type(m) is SE:
            if isinstance(m.se[1], torch.nn.SiLU):
                m.se[1] = SiLU()
    return self