Usearch

$ python python/scripts/bench_exact.py --ndim 256 --n 10_000 --q 100 --k 100 --half

Even without hardware acceleration from [SimSIMD](https://github.com/ashvardanian/SimSIMD), on the M2 Mac Book Pro:

- USearch performs 3.3x faster than FAISS on single-precision `f32` vectors.
- USearch performs 6.1x faster than FAISS on half-precision `f16` vectors.

In some settings, the difference may reach 10x. Below are samples for the 13th Gen Intel Core i9-13950HX x86 CPU:

sh
$ python python/scripts/bench_exact.py --ndim 256 --n 100_000 --q 10 --k 100

$ python python/scripts/bench_exact.py --ndim 256 --n 10_000 --q 10 --k 100 --half

$ python python/scripts/bench_exact.py --ndim 256 --n 100_000 --q 100 --k 100 --half

$ python python/scripts/bench_exact.py --ndim 256 --n 100_000 --q 10 --k 100 --half