To be honest, I can’t really follow the whole discussion…
But so far your Tullio was the fastest method to perform the gradient.
Are you planning to publish it as an official package? I’m doing really hard to find out what’s actually done under the hood…
Or maybe you can give me a hint how to realize differently, without the need of your package, similar performance 