def METHOD_NAME(
    shape,
    kernel=(3, 3),
    padding=(1, 1),
    strides=(1, 1),
    dilation=(1, 1),
    groups=1,
    dtype="float32",
    channels=-1,  # -1 means same as input channels
    bias_type="none",
    activation_type="none",