benchmarks

Add comparative benchmarks with numpy #185

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Run time

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Job	Run time
gcc 14 - numpy-xsimd	9m 26s
gcc 14 - xsimd	6m 13s
clang 20 - xsimd-tbb	5m 51s
clang 20 - xsimd	5m 19s
gcc 14 - xsimd-tbb	5m 54s
	32m 43s