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Falvyu

x86-simd-sort - Perf on Skylake-X (Xeon Gold 6126)

Falvyu
Feb 16th, 2023 (edited)
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  1. | array type | typeid name | dtype size | array size | avx512 sort | std sort | speed up |
  2. | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
  3. | uniform random | j | 4 | 10000 | 308733 | 3383075 | 11.0 |
  4. | uniform random | j | 4 | 100000 | 3399213 | 19978825 | 5.9 |
  5. | uniform random | j | 4 | 1000000 | 25069620 | 235968781 | 9.4 |
  6. | uniform random | i | 4 | 10000 | 109553 | 1628839 | 14.9 |
  7. | uniform random | i | 4 | 100000 | 1987591 | 19855515 | 10.0 |
  8. | uniform random | i | 4 | 1000000 | 24216726 | 232828383 | 9.6 |
  9. | uniform random | f | 4 | 10000 | 133146 | 1769971 | 13.3 |
  10. | uniform random | f | 4 | 100000 | 2276669 | 21551851 | 9.5 |
  11. | uniform random | f | 4 | 1000000 | 27365231 | 258199277 | 9.4 |
  12. | uniform random | m | 8 | 10000 | 286176 | 1703716 | 6.0 |
  13. | uniform random | m | 8 | 100000 | 4245367 | 21293653 | 5.0 |
  14. | uniform random | m | 8 | 1000000 | 52482112 | 254068086 | 4.8 |
  15. | uniform random | l | 8 | 10000 | 291918 | 1587063 | 5.4 |
  16. | uniform random | l | 8 | 100000 | 4289721 | 19732735 | 4.6 |
  17. | uniform random | l | 8 | 1000000 | 52553540 | 231035762 | 4.4 |
  18. | uniform random | d | 8 | 10000 | 250881 | 1757691 | 7.0 |
  19. | uniform random | d | 8 | 100000 | 3819560 | 21888848 | 5.7 |
  20. | uniform random | d | 8 | 1000000 | 47316049 | 258188667 | 5.5 |
  21. | reverse | j | 4 | 10000 | 106652 | 240694 | 2.3 |
  22. | reverse | j | 4 | 100000 | 1443070 | 2831005 | 2.0 |
  23. | reverse | j | 4 | 1000000 | 17556926 | 32805380 | 1.9 |
  24. | reverse | i | 4 | 10000 | 103477 | 242429 | 2.3 |
  25. | reverse | i | 4 | 100000 | 1430163 | 2877487 | 2.0 |
  26. | reverse | i | 4 | 1000000 | 17476260 | 32447843 | 1.9 |
  27. | reverse | f | 4 | 10000 | 128106 | 258646 | 2.0 |
  28. | reverse | f | 4 | 100000 | 1635165 | 3001622 | 1.8 |
  29. | reverse | f | 4 | 1000000 | 19703403 | 33652536 | 1.7 |
  30. | reverse | m | 8 | 10000 | 225126 | 233291 | 1.0 |
  31. | reverse | m | 8 | 100000 | 2927300 | 2784793 | 1.0 |
  32. | reverse | m | 8 | 1000000 | 35800617 | 32295581 | 0.9 |
  33. | reverse | l | 8 | 10000 | 224359 | 289871 | 1.3 |
  34. | reverse | l | 8 | 100000 | 2925482 | 3485881 | 1.2 |
  35. | reverse | l | 8 | 1000000 | 35725005 | 39712621 | 1.1 |
  36. | reverse | d | 8 | 10000 | 190699 | 257672 | 1.4 |
  37. | reverse | d | 8 | 100000 | 2606031 | 3013645 | 1.2 |
  38. | reverse | d | 8 | 1000000 | 33061007 | 34838757 | 1.1 |
  39. | ordered | j | 4 | 10000 | 102150 | 313870 | 3.1 |
  40. | ordered | j | 4 | 100000 | 1404842 | 3656959 | 2.6 |
  41. | ordered | j | 4 | 1000000 | 17342197 | 42790699 | 2.5 |
  42. | ordered | i | 4 | 10000 | 101124 | 302617 | 3.0 |
  43. | ordered | i | 4 | 100000 | 1393579 | 3654392 | 2.6 |
  44. | ordered | i | 4 | 1000000 | 17240824 | 42046114 | 2.4 |
  45. | ordered | f | 4 | 10000 | 125411 | 300111 | 2.4 |
  46. | ordered | f | 4 | 100000 | 1593803 | 3636219 | 2.3 |
  47. | ordered | f | 4 | 1000000 | 19391478 | 42051838 | 2.2 |
  48. | ordered | m | 8 | 10000 | 223384 | 288895 | 1.3 |
  49. | ordered | m | 8 | 100000 | 2884214 | 3528702 | 1.2 |
  50. | ordered | m | 8 | 1000000 | 35508006 | 41388509 | 1.2 |
  51. | ordered | l | 8 | 10000 | 222671 | 407171 | 1.8 |
  52. | ordered | l | 8 | 100000 | 2880249 | 4971631 | 1.7 |
  53. | ordered | l | 8 | 1000000 | 35425651 | 58091826 | 1.6 |
  54. | ordered | d | 8 | 10000 | 189389 | 308343 | 1.6 |
  55. | ordered | d | 8 | 100000 | 2540304 | 3746417 | 1.5 |
  56. | ordered | d | 8 | 1000000 | 32341771 | 43480817 | 1.3 |
  57. | limitedrange | j | 4 | 10000 | 31518 | 711163 | 22.6 |
  58. | limitedrange | j | 4 | 100000 | 483773 | 7444274 | 15.4 |
  59. | limitedrange | j | 4 | 1000000 | 37500320 | 81591311 | 2.2 |
  60. | limitedrange | i | 4 | 10000 | 223476 | 706292 | 3.2 |
  61. | limitedrange | i | 4 | 100000 | 1799347 | 7336136 | 4.1 |
  62. | limitedrange | i | 4 | 1000000 | 4738653 | 78820453 | 16.6 |
  63. | limitedrange | f | 4 | 10000 | 133781 | 1764067 | 13.2 |
  64. | limitedrange | f | 4 | 100000 | 2270741 | 21925326 | 9.7 |
  65. | limitedrange | f | 4 | 1000000 | 27109286 | 258186841 | 9.5 |
  66. | limitedrange | m | 8 | 10000 | 574066 | 756152 | 1.3 |
  67. | limitedrange | m | 8 | 100000 | 1126643 | 8377535 | 7.4 |
  68. | limitedrange | m | 8 | 1000000 | 70678456 | 91526141 | 1.3 |
  69. | limitedrange | l | 8 | 10000 | 275752 | 685542 | 2.5 |
  70. | limitedrange | l | 8 | 100000 | 2539444 | 7384543 | 2.9 |
  71. | limitedrange | l | 8 | 1000000 | 11222643 | 73926098 | 6.6 |
  72. | limitedrange | d | 8 | 10000 | 255795 | 1755766 | 6.9 |
  73. | limitedrange | d | 8 | 100000 | 3783359 | 21573155 | 5.7 |
  74. | limitedrange | d | 8 | 1000000 | 47068228 | 260017725 | 5.5 |
  75. | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
  76.  
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