WIP: AVX2 and AVX-512 versions of local_state_space_iterations_2

TODO:
– investigate and fix the multi-threading performance issues
– fix compilation failure on macOS
– add support for the Microsoft x64 ABI (for Windows)
— create a separate unit test (instead of hijacking an existing test)
– add a version with pruning?

[skip CI]