v3.1 achieved significantly greater performance than v3.0 from optimizations made in #16 and #18.
TLDR: low level code optimizations reducing nodes searched by 50% and performance improvements to a new nnue architecture.
v3.1 is estimated to be ~3476 Elo
NNUE is embedded to the executables
