class MyConv(nn.Conv1d):
    def __init__(self, *args):
        super().__init__(*args)
        self.weight.zeros_()
        self.bias.normal_(0, 1)
        #both "weight" and "bias" are Parameters from "nn.Conv1d"
        #and they all requires_grad