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Falvyu

x86-simd-sort - Perf on Zen 4 (Ryzen 7700X) [with FIX]

Falvyu
Feb 16th, 2023
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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 | 92236 | 1031868 | 11.2 |
  4. | uniform random | j | 4 | 100000 | 1068943 | 13605601 | 12.7 |
  5. | uniform random | j | 4 | 1000000 | 20793622 | 165330450 | 8.0 |
  6. | uniform random | i | 4 | 10000 | 84915 | 1025311 | 12.1 |
  7. | uniform random | i | 4 | 100000 | 1073497 | 13813407 | 12.9 |
  8. | uniform random | i | 4 | 1000000 | 20889967 | 161692942 | 7.7 |
  9. | uniform random | f | 4 | 10000 | 109444 | 1483357 | 13.6 |
  10. | uniform random | f | 4 | 100000 | 1310197 | 20037078 | 15.3 |
  11. | uniform random | f | 4 | 1000000 | 24937983 | 232236832 | 9.3 |
  12. | uniform random | m | 8 | 10000 | 177988 | 1036606 | 5.8 |
  13. | uniform random | m | 8 | 100000 | 3043503 | 13743679 | 4.5 |
  14. | uniform random | m | 8 | 1000000 | 41725395 | 164593899 | 3.9 |
  15. | uniform random | l | 8 | 10000 | 177169 | 1028641 | 5.8 |
  16. | uniform random | l | 8 | 100000 | 3097305 | 14004441 | 4.5 |
  17. | uniform random | l | 8 | 1000000 | 42391822 | 162128362 | 3.8 |
  18. | uniform random | d | 8 | 10000 | 184954 | 1440315 | 7.8 |
  19. | uniform random | d | 8 | 100000 | 3214926 | 19813194 | 6.2 |
  20. | uniform random | d | 8 | 1000000 | 42083815 | 232509294 | 5.5 |
  21. | uniform random | t | 2 | 10000 | 67450 | 1075612 | 15.9 |
  22. | uniform random | t | 2 | 100000 | 780061 | 14470812 | 18.6 |
  23. | uniform random | t | 2 | 1000000 | 13746433 | 155863026 | 11.3 |
  24. | uniform random | s | 2 | 10000 | 70006 | 1073565 | 15.3 |
  25. | uniform random | s | 2 | 100000 | 794407 | 14043663 | 17.7 |
  26. | uniform random | s | 2 | 1000000 | 13479606 | 155440039 | 11.5 |
  27. | reverse | j | 4 | 10000 | 96529 | 122395 | 1.3 |
  28. | reverse | j | 4 | 100000 | 1066207 | 1436364 | 1.3 |
  29. | reverse | j | 4 | 1000000 | 13926118 | 16582414 | 1.2 |
  30. | reverse | i | 4 | 10000 | 94716 | 113175 | 1.2 |
  31. | reverse | i | 4 | 100000 | 1040944 | 1377769 | 1.3 |
  32. | reverse | i | 4 | 1000000 | 13822627 | 15937420 | 1.2 |
  33. | reverse | f | 4 | 10000 | 115429 | 132912 | 1.2 |
  34. | reverse | f | 4 | 100000 | 1280839 | 1577241 | 1.2 |
  35. | reverse | f | 4 | 1000000 | 16405731 | 18022513 | 1.1 |
  36. | reverse | m | 8 | 10000 | 168574 | 114205 | 0.7 |
  37. | reverse | m | 8 | 100000 | 2059821 | 1382341 | 0.7 |
  38. | reverse | m | 8 | 1000000 | 25110580 | 16104127 | 0.6 |
  39. | reverse | l | 8 | 10000 | 167418 | 122539 | 0.7 |
  40. | reverse | l | 8 | 100000 | 2047230 | 1450885 | 0.7 |
  41. | reverse | l | 8 | 1000000 | 25109167 | 16701394 | 0.7 |
  42. | reverse | d | 8 | 10000 | 177970 | 152716 | 0.9 |
  43. | reverse | d | 8 | 100000 | 2162641 | 1772406 | 0.8 |
  44. | reverse | d | 8 | 1000000 | 26042665 | 19798609 | 0.8 |
  45. | reverse | t | 2 | 10000 | 71622 | 117945 | 1.6 |
  46. | reverse | t | 2 | 100000 | 795870 | 12163158 | 15.3 |
  47. | reverse | t | 2 | 1000000 | 12162645 | 67213957 | 5.5 |
  48. | reverse | s | 2 | 10000 | 71563 | 121968 | 1.7 |
  49. | reverse | s | 2 | 100000 | 784840 | 8291151 | 10.6 |
  50. | reverse | s | 2 | 1000000 | 12186166 | 65791174 | 5.4 |
  51. | ordered | j | 4 | 10000 | 92493 | 184630 | 2.0 |
  52. | ordered | j | 4 | 100000 | 1006060 | 2160022 | 2.1 |
  53. | ordered | j | 4 | 1000000 | 13948587 | 24777657 | 1.8 |
  54. | ordered | i | 4 | 10000 | 90490 | 179820 | 2.0 |
  55. | ordered | i | 4 | 100000 | 986206 | 2098039 | 2.1 |
  56. | ordered | i | 4 | 1000000 | 13853884 | 24240118 | 1.7 |
  57. | ordered | f | 4 | 10000 | 112243 | 176260 | 1.6 |
  58. | ordered | f | 4 | 100000 | 1227460 | 2091582 | 1.7 |
  59. | ordered | f | 4 | 1000000 | 16365618 | 24648894 | 1.5 |
  60. | ordered | m | 8 | 10000 | 166909 | 182164 | 1.1 |
  61. | ordered | m | 8 | 100000 | 2126133 | 2130597 | 1.0 |
  62. | ordered | m | 8 | 1000000 | 24858238 | 24531642 | 1.0 |
  63. | ordered | l | 8 | 10000 | 165105 | 187155 | 1.1 |
  64. | ordered | l | 8 | 100000 | 2117592 | 2187976 | 1.0 |
  65. | ordered | l | 8 | 1000000 | 24781887 | 25021363 | 1.0 |
  66. | ordered | d | 8 | 10000 | 176184 | 195799 | 1.1 |
  67. | ordered | d | 8 | 100000 | 2220664 | 2289496 | 1.0 |
  68. | ordered | d | 8 | 1000000 | 25850097 | 26378811 | 1.0 |
  69. | ordered | t | 2 | 10000 | 74092 | 160366 | 2.2 |
  70. | ordered | t | 2 | 100000 | 827919 | 8499091 | 10.3 |
  71. | ordered | t | 2 | 1000000 | 12098556 | 63775795 | 5.3 |
  72. | ordered | s | 2 | 10000 | 73813 | 170581 | 2.3 |
  73. | ordered | s | 2 | 100000 | 793944 | 11128531 | 14.0 |
  74. | ordered | s | 2 | 1000000 | 12227431 | 65335563 | 5.3 |
  75. | limitedrange | j | 4 | 10000 | 115033 | 166923 | 1.5 |
  76. | limitedrange | j | 4 | 100000 | 2481642 | 4587354 | 1.8 |
  77. | limitedrange | j | 4 | 1000000 | 25796128 | 48696615 | 1.9 |
  78. | limitedrange | i | 4 | 10000 | 69291 | 165784 | 2.4 |
  79. | limitedrange | i | 4 | 100000 | 219037 | 4823797 | 22.0 |
  80. | limitedrange | i | 4 | 1000000 | 22461322 | 44549446 | 2.0 |
  81. | limitedrange | f | 4 | 10000 | 107032 | 1484527 | 13.9 |
  82. | limitedrange | f | 4 | 100000 | 1314810 | 19983028 | 15.2 |
  83. | limitedrange | f | 4 | 1000000 | 24636514 | 234416790 | 9.5 |
  84. | limitedrange | m | 8 | 10000 | 54247 | 166531 | 3.1 |
  85. | limitedrange | m | 8 | 100000 | 2209176 | 4609476 | 2.1 |
  86. | limitedrange | m | 8 | 1000000 | 19573794 | 50327122 | 2.6 |
  87. | limitedrange | l | 8 | 10000 | 329674 | 186840 | 0.6 |
  88. | limitedrange | l | 8 | 100000 | 519367 | 4848727 | 9.3 |
  89. | limitedrange | l | 8 | 1000000 | 9167440 | 49145242 | 5.4 |
  90. | limitedrange | d | 8 | 10000 | 187033 | 1464507 | 7.8 |
  91. | limitedrange | d | 8 | 100000 | 3100221 | 19950165 | 6.4 |
  92. | limitedrange | d | 8 | 1000000 | 42405232 | 232798509 | 5.5 |
  93. | limitedrange | t | 2 | 10000 | 169834 | 183793 | 1.1 |
  94. | limitedrange | t | 2 | 100000 | 1144048 | 5095093 | 4.5 |
  95. | limitedrange | t | 2 | 1000000 | 1767595 | 51741832 | 29.3 |
  96. | limitedrange | s | 2 | 10000 | 171180 | 188100 | 1.1 |
  97. | limitedrange | s | 2 | 100000 | 2727679 | 5005723 | 1.8 |
  98. | limitedrange | s | 2 | 1000000 | 15936538 | 51234525 | 3.2 |
  99. | --------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
  100.  
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