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Scorpio needs additional libraries to work with neural networks which are all compiled with AVX2 enabled due to performance reasons, but I guess Scorpio itself canbe be compiled without it. If your machine does not have AVX2, you won't be able to use either NNUE or big NN.
Line 127 in the Makefile:
CXXFLAGS+=-msse3 -mpopcnt
#CXXFLAGS += -mavx2
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