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-rw-r--r--doc/release/upcoming_changes/15648.improvement.rst7
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+Use AVX512 intrinsic to implement ``np.exp`` when input is ``np.float64``
+-------------------------------------------------------------------------
+Use AVX512 intrinsic to implement ``np.exp`` when input is ``np.float64``,
+which can imporve the performance of ``np.exp`` with ``np.float64`` input 5-7x
+faster than before. The _multiarray_umath.so module has grown about 63 kB on
+linux64.
+