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Use fma, fused multiply add, for architectures supporting fma #35

@SuperFluffy

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@SuperFluffy

Modern Intel architectures supporting fma instruction sets can perform the first loop calculating the matrix-matrix product between panels a and b in one go using _mm256_fmadd_pd. We should implement these and see how they affect performance.

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