def METHOD_NAME(self, input, ch_out, stride, is_first, name):
    ch_in = input.shape[1]
    if ch_in != ch_out or stride != 1 or (self.depth < 50 and is_first):
        return self._conv_norm(input, ch_out, 1, stride, name=name)
    else:
        return input