I learned it as dieing

Truly, bel? I can't say that I have ever seen that spelling (of course, I really don't recall seeing "ageing" either). Perhaps I simply block out all spellings that don't look right to me.... But I think I would remember "dieing," since, along with taxes, it's one of life's certainties .