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Improve compiler optimization #9

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-march-native enables more aggressive vectorization and code generation for exactly your CPU

-fopenmp enables parallel matrix multiplication in Eigen (it makes 2x speedup using 12 cores on 100000x256 and K=1024)

`-march-native` enables more aggressive vectorization and code generation for exactly your CPU

`-fopenmp` enables parallel matrix multiplication in Eigen (it makes 2x speedup using 12 cores on 100000x256 and K=1024)
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