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Faster ``np.sort`` on AVX-512 enabled processors
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Quicksort for 16-bit and 64-bit dtypes gain up to 15x and 9x speed up on
processors that support AVX-512 instruction set.
Thanks to `Intel corporation <https://open.intel.com/>`_ for sponsoring this
work.
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