x86-simd-sort - Perf on Zen 4 (Ryzen 7700X)

 | array type      | typeid name   | dtype size    | array size    | avx512 sort   | std sort      | speed up      |
 | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
 | uniform random  | j             | 4             | 10000         | 603036        | 1035679       | 1.7           |
 | uniform random  | j             | 4             | 100000        | 8860648       | 14147199      | 1.6           |
 | uniform random  | j             | 4             | 1000000       | 120473019     | 163495863     | 1.4           |
 | uniform random  | i             | 4             | 10000         | 627007        | 1004485       | 1.6           |
 | uniform random  | i             | 4             | 100000        | 8753611       | 13685913      | 1.6           |
 | uniform random  | i             | 4             | 1000000       | 120682966     | 163196707     | 1.4           |
 | uniform random  | f             | 4             | 10000         | 632542        | 1454278       | 2.3           |
 | uniform random  | f             | 4             | 100000        | 9107779       | 19946020      | 2.2           |
 | uniform random  | f             | 4             | 1000000       | 123571570     | 234329872     | 1.9           |
 | uniform random  | m             | 8             | 10000         | 1038258       | 1060258       | 1.0           |
 | uniform random  | m             | 8             | 100000        | 15066945      | 14004081      | 0.9           |
 | uniform random  | m             | 8             | 1000000       | 201901252     | 162401773     | 0.8           |
 | uniform random  | l             | 8             | 10000         | 1008040       | 1055317       | 1.0           |
 | uniform random  | l             | 8             | 100000        | 15115554      | 13716036      | 0.9           |
 | uniform random  | l             | 8             | 1000000       | 199202004     | 163762731     | 0.8           |
 | uniform random  | d             | 8             | 10000         | 1040220       | 1438587       | 1.4           |
 | uniform random  | d             | 8             | 100000        | 15200343      | 19670377      | 1.3           |
 | uniform random  | d             | 8             | 1000000       | 202539051     | 233745777     | 1.2           |
 | uniform random  | t             | 2             | 10000         | 421920        | 1076278       | 2.6           |
 | uniform random  | t             | 2             | 100000        | 6132591       | 14404414      | 2.3           |
 | uniform random  | t             | 2             | 1000000       | 83525242      | 158873895     | 1.9           |
 | uniform random  | s             | 2             | 10000         | 422775        | 1097064       | 2.6           |
 | uniform random  | s             | 2             | 100000        | 6162763       | 14309896      | 2.3           |
 | uniform random  | s             | 2             | 1000000       | 83236356      | 156165682     | 1.9           |
 | reverse         | j             | 4             | 10000         | 536634        | 118732        | 0.2           |
 | reverse         | j             | 4             | 100000        | 7711803       | 1420276       | 0.2           |
 | reverse         | j             | 4             | 1000000       | 101247678     | 16487653      | 0.2           |
 | reverse         | i             | 4             | 10000         | 537286        | 112225        | 0.2           |
 | reverse         | i             | 4             | 100000        | 7705291       | 1370736       | 0.2           |
 | reverse         | i             | 4             | 1000000       | 101454250     | 15927714      | 0.2           |
 | reverse         | f             | 4             | 10000         | 554071        | 131670        | 0.2           |
 | reverse         | f             | 4             | 100000        | 7873150       | 1580143       | 0.2           |
 | reverse         | f             | 4             | 1000000       | 103199373     | 18028462      | 0.2           |
 | reverse         | m             | 8             | 10000         | 907884        | 112635        | 0.1           |
 | reverse         | m             | 8             | 100000        | 12973833      | 1383574       | 0.1           |
 | reverse         | m             | 8             | 1000000       | 170892706     | 16094704      | 0.1           |
 | reverse         | l             | 8             | 10000         | 908347        | 115434        | 0.1           |
 | reverse         | l             | 8             | 100000        | 13095517      | 1399320       | 0.1           |
 | reverse         | l             | 8             | 1000000       | 172412343     | 16813174      | 0.1           |
 | reverse         | d             | 8             | 10000         | 936621        | 151105        | 0.2           |
 | reverse         | d             | 8             | 100000        | 13240206      | 1784178       | 0.1           |
 | reverse         | d             | 8             | 1000000       | 174088921     | 19893748      | 0.1           |
 | reverse         | t             | 2             | 10000         | 379953        | 116770        | 0.3           |
 | reverse         | t             | 2             | 100000        | 5318167       | 12154216      | 2.3           |
 | reverse         | t             | 2             | 1000000       | 74136537      | 66936208      | 0.9           |
 | reverse         | s             | 2             | 10000         | 380641        | 122368        | 0.3           |
 | reverse         | s             | 2             | 100000        | 5309046       | 8269222       | 1.6           |
 | reverse         | s             | 2             | 1000000       | 74293303      | 65735644      | 0.9           |
 | ordered         | j             | 4             | 10000         | 530842        | 181768        | 0.3           |
 | ordered         | j             | 4             | 100000        | 7647925       | 2151711       | 0.3           |
 | ordered         | j             | 4             | 1000000       | 100560514     | 24742759      | 0.2           |
 | ordered         | i             | 4             | 10000         | 531657        | 178879        | 0.3           |
 | ordered         | i             | 4             | 100000        | 7653658       | 2101189       | 0.3           |
 | ordered         | i             | 4             | 1000000       | 100817433     | 24298402      | 0.2           |
 | ordered         | f             | 4             | 10000         | 548941        | 174780        | 0.3           |
 | ordered         | f             | 4             | 100000        | 7826305       | 2084454       | 0.3           |
 | ordered         | f             | 4             | 1000000       | 102542764     | 24656787      | 0.2           |
 | ordered         | m             | 8             | 10000         | 895558        | 181291        | 0.2           |
 | ordered         | m             | 8             | 100000        | 12927784      | 2128666       | 0.2           |
 | ordered         | m             | 8             | 1000000       | 169875337     | 24501874      | 0.1           |
 | ordered         | l             | 8             | 10000         | 896454        | 187848        | 0.2           |
 | ordered         | l             | 8             | 100000        | 12965787      | 2191477       | 0.2           |
 | ordered         | l             | 8             | 1000000       | 171742716     | 25108348      | 0.1           |
 | ordered         | d             | 8             | 10000         | 920952        | 192487        | 0.2           |
 | ordered         | d             | 8             | 100000        | 13118368      | 2286724       | 0.2           |
 | ordered         | d             | 8             | 1000000       | 173066913     | 26406184      | 0.2           |
 | ordered         | t             | 2             | 10000         | 374989        | 162459        | 0.4           |
 | ordered         | t             | 2             | 100000        | 5292373       | 8491338       | 1.6           |
 | ordered         | t             | 2             | 1000000       | 74102071      | 64201099      | 0.9           |
 | ordered         | s             | 2             | 10000         | 375556        | 174375        | 0.5           |
 | ordered         | s             | 2             | 100000        | 5316799       | 11185641      | 2.1           |
 | ordered         | s             | 2             | 1000000       | 74258968      | 65623842      | 0.9           |
 | limitedrange    | j             | 4             | 10000         | 360360        | 168264        | 0.5           |
 | limitedrange    | j             | 4             | 100000        | 3525777       | 4677241       | 1.3           |
 | limitedrange    | j             | 4             | 1000000       | 38167861      | 50983546      | 1.3           |
 | limitedrange    | i             | 4             | 10000         | 1236577       | 170194        | 0.1           |
 | limitedrange    | i             | 4             | 100000        | 3855456       | 4794894       | 1.2           |
 | limitedrange    | i             | 4             | 1000000       | 131270998     | 47176195      | 0.4           |
 | limitedrange    | f             | 4             | 10000         | 617845        | 1494369       | 2.4           |
 | limitedrange    | f             | 4             | 100000        | 9141403       | 20248438      | 2.2           |
 | limitedrange    | f             | 4             | 1000000       | 122673226     | 236410717     | 1.9           |
 | limitedrange    | m             | 8             | 10000         | 532930        | 162351        | 0.3           |
 | limitedrange    | m             | 8             | 100000        | 11574324      | 4457569       | 0.4           |
 | limitedrange    | m             | 8             | 1000000       | 358446055     | 48840196      | 0.1           |
 | limitedrange    | l             | 8             | 10000         | 1533370       | 186574        | 0.1           |
 | limitedrange    | l             | 8             | 100000        | 5295343       | 4729968       | 0.9           |
 | limitedrange    | l             | 8             | 1000000       | 63363384      | 49924750      | 0.8           |
 | limitedrange    | d             | 8             | 10000         | 1042267       | 1463296       | 1.4           |
 | limitedrange    | d             | 8             | 100000        | 15379974      | 19856106      | 1.3           |
 | limitedrange    | d             | 8             | 1000000       | 202585401     | 234182353     | 1.2           |
 | limitedrange    | t             | 2             | 10000         | 733054        | 186768        | 0.3           |
 | limitedrange    | t             | 2             | 100000        | 12679528      | 5101821       | 0.4           |
 | limitedrange    | t             | 2             | 1000000       | 64446912      | 52239703      | 0.8           |
 | limitedrange    | s             | 2             | 10000         | 562356        | 182983        | 0.3           |
 | limitedrange    | s             | 2             | 100000        | 9117796       | 5203791       | 0.6           |
 | limitedrange    | s             | 2             | 1000000       | 70070256      | 53275945      | 0.8           |
 | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |