There are sometimes vague hints about things to avoid, e.g. putting too many branches on the same cache line, and they usually publish the size of their tables, typically 4K, 8K entries these days? But the actual predictors are wicked devils; they clearly are doing some tournament predictors, using tiny ML modules (perceptrons), and god knows what else. I studied this carefully when trying to make good Spectre gadgets, but it is very very difficult to 100% trick (or utilize!) a branch predictor these days--they just learn in interesting ways...and entries alias :-)
I honestly don't know if it's worth it to try to optimize branch prediction in compilers these days, beyond the obvious step of putting the highest probability target next (for fallthrough prediction) and generally laying out hot parts of the code together. TurboFan and most other dynamically-optimizing compilers put rare code at the end of functions, and that's a huge boost.
I honestly don't know if it's worth it to try to optimize branch prediction in compilers these days, beyond the obvious step of putting the highest probability target next (for fallthrough prediction) and generally laying out hot parts of the code together. TurboFan and most other dynamically-optimizing compilers put rare code at the end of functions, and that's a huge boost.