def METHOD_NAME(ctx, grad_output):
    outputs = lightconv_cuda.METHOD_NAME(
        grad_output.contiguous(), ctx.padding_l, *ctx.saved_tensors
    )
    grad_input, grad_weights = outputs
    return grad_input, grad_weights, None