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VectorizedSpanExtensions

Vectorized dot product and elementwise += and *= for generically typed spans using dotnet 7 generic math.

Benchmark results on my machine with 100 items:

Type Method Mean Error StdDev Ratio Allocated Alloc Ratio
BenchyDot Vector 36.29 ns 0.432 ns 0.404 ns 0.53 - NA
BenchyDot Baseline 68.05 ns 0.508 ns 0.476 ns 1.00 - NA
BenchyProd Vector 23.53 ns 0.145 ns 0.113 ns 0.35 - NA
BenchyProd Baseline 57.89 ns 0.359 ns 0.300 ns 0.85 - NA
BenchySum Vector 23.23 ns 0.241 ns 0.201 ns 0.34 - NA
BenchySum Baseline 68.62 ns 0.513 ns 0.455 ns 1.01 - NA

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