Show HN: I wrote an autodiff in C++ and implemented LeNet with it (opens in new tab)

> - can you allocate memory for the whole system? - can you make types homogenous so they can fit in tight arrays (unions are common for nodes) - can you batch similar types - specially for auto diff/math can you represent operations as a stack instead of a tree?

these are good questions, thank you! I'm "learning" c++ in a completely different way - looking at books rather than looking at existing code. Appreciate this comment!

Some of these questions I had thought about, but was learning more towards "describe the function in some higher level representation and then 'compile' it down to something computable and autodiff-able". This is exactly where my mind goes when I think about allocating memory for the whole system. that felt more like a racket/lisp way of looking at the problem.

The Java isms were C++ best practices in C++ GUI frameworks before Java was even an idea, there is even a famous book about them.