def METHOD_NAME(op: relay.Call, inputs: List[te.Tensor]) -> te.Tensor:
    """Lower a conv2d using cuDNN."""
    return cudnn.conv_forward(
        inputs[0],
        inputs[1],
        pad=op.attrs["padding"],
        stride=op.attrs["strides"],
        dilation=op.attrs["dilation"],
        conv_mode=1,
        tensor_format=0,
        algo=1,
        conv_dtype=op.checked_type.dtype,
        groups=op.attrs["groups"],
    )