benchmarks

Add comparative benchmarks with numpy #195

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Run time

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Job	Run time
gcc 14 - xsimd-tbb	6m 8s
clang 20 - xsimd-tbb	5m 53s
clang 20 - xsimd	6m 6s
gcc 14 - xsimd	5m 55s
gcc 14 - numpy-xsimd	10m 19s
	34m 21s