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Compiler options #165

@JaimieMurdock

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@JaimieMurdock

Right now the Gibbs sampler doesn't make use of many optimizations because I can't set custom compiler flags for -march=native -O3 in gcc. This is because on Windows it's going to use msvc to compile, which uses /arch:AVX for some more optimizations.

Some notes on discovering which compiler is used.
Some tests for compiler flags.
/arch documentation for msvc

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