benchmarks

Add comparative benchmarks with numpy #200

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Run time

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Job	Run time
gcc 14 - numpy-xsimd	10m 10s
gcc 14 - xsimd-tbb	5m 54s
clang 20 - xsimd	5m 43s
gcc 14 - xsimd	6m 9s
clang 20 - xsimd-tbb	5m 56s
	33m 52s