Realisation v1

This commit is contained in:
Efim Beshmenev
2026-08-11 22:19:34 +03:00
commit aea6e330e3
194 changed files with 62580 additions and 0 deletions
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{
"status": "training_calibration_not_holdout",
"source_files": [
"scalar-tune.csv",
"baseline-tune.csv",
"avx2-tune.csv"
],
"machine": "AMD Ryzen 9 5900X",
"compiler": "MSVC 19.51.36248 x64",
"profiles": ["scalar", "baseline", "avx2"],
"candidate_leaf_elements": [64, 128, 256, 512, 1024],
"directory_fanout": 64,
"observed_baseline_uint32_best_leaf": {
"uniform_edit": {"10000": 64, "100000": 256, "1000000": 1024},
"localized_edit": {"10000": 64, "100000": 128, "1000000": 256},
"mixed_80_read": {"10000": 128, "100000": 512, "1000000": 1024}
},
"offline_oracle_speedup_over_fixed_leaf_512": {
"slice": "levels=3, all three profiles",
"all_profiles_and_tuning_cells_geomean": 1.3177000343,
"random_access": 1.1216118941,
"sequential": 1.0033368945,
"uniform_edit": 1.5410722198,
"localized_edit": 1.6731171394,
"mixed_80_read": 1.3691280179,
"warning": "Oracle knows the full cell and excludes online transition regret."
},
"implemented_rule": {
"form": "local_move_cost(leaf,sizeof(T)) + directory_cost(N/leaf,locality) + lookup_cost(levels,top_nodes)",
"tiered_directory_unit": 0.65,
"localized_directory_multiplier": 0.15,
"leaf_rebuild_safety": 2.5,
"minimum_shape_improvement": 0.05,
"confirmation_windows": 2,
"note": "All constants remain replaceable through AdaptationConfig."
}
}
@@ -0,0 +1,16 @@
profile,structure,leaf,fanout,levels,cells,geomean_score,worst_cell_score,total_median_ns
"avx2","tiered_forced",64,64,2,15,0.4331965877766385,0.021913626788739583,2355505300
"avx2","tiered_forced",64,64,3,15,0.42358605294873858,0.022133513233656005,2338701700
"avx2","tiered_forced",64,64,4,15,0.4160597082519753,0.02171574400676202,2385982900
"avx2","tiered_forced",128,64,2,15,0.58179121144577284,0.063906965872326318,972825800
"avx2","tiered_forced",128,64,3,15,0.57597901328011925,0.064703906410381776,971180100
"avx2","tiered_forced",128,64,4,15,0.57293710451336377,0.063052571698675175,986608000
"avx2","tiered_forced",256,64,2,15,0.70953549231404167,0.21233343909106944,446821900
"avx2","tiered_forced",256,64,3,15,0.71466944902746909,0.21363348094790727,444040400
"avx2","tiered_forced",256,64,4,15,0.71163856876922604,0.2142221984664574,444847000
"avx2","tiered_forced",512,64,2,15,0.75071204474298725,0.3868671699821028,294517100
"avx2","tiered_forced",512,64,3,15,0.75291377914071356,0.38622360962786495,292724600
"avx2","tiered_forced",512,64,4,15,0.72607565684631692,0.38361585378291824,320334900
"avx2","tiered_forced",1024,64,2,15,0.68949782748293675,0.2865829034691374,281623600
"avx2","tiered_forced",1024,64,3,15,0.70172051090101561,0.28532198478262516,277041400
"avx2","tiered_forced",1024,64,4,15,0.69531571437642614,0.28718684859544769,279611300
1 profile structure leaf fanout levels cells geomean_score worst_cell_score total_median_ns
2 avx2 tiered_forced 64 64 2 15 0.4331965877766385 0.021913626788739583 2355505300
3 avx2 tiered_forced 64 64 3 15 0.42358605294873858 0.022133513233656005 2338701700
4 avx2 tiered_forced 64 64 4 15 0.4160597082519753 0.02171574400676202 2385982900
5 avx2 tiered_forced 128 64 2 15 0.58179121144577284 0.063906965872326318 972825800
6 avx2 tiered_forced 128 64 3 15 0.57597901328011925 0.064703906410381776 971180100
7 avx2 tiered_forced 128 64 4 15 0.57293710451336377 0.063052571698675175 986608000
8 avx2 tiered_forced 256 64 2 15 0.70953549231404167 0.21233343909106944 446821900
9 avx2 tiered_forced 256 64 3 15 0.71466944902746909 0.21363348094790727 444040400
10 avx2 tiered_forced 256 64 4 15 0.71163856876922604 0.2142221984664574 444847000
11 avx2 tiered_forced 512 64 2 15 0.75071204474298725 0.3868671699821028 294517100
12 avx2 tiered_forced 512 64 3 15 0.75291377914071356 0.38622360962786495 292724600
13 avx2 tiered_forced 512 64 4 15 0.72607565684631692 0.38361585378291824 320334900
14 avx2 tiered_forced 1024 64 2 15 0.68949782748293675 0.2865829034691374 281623600
15 avx2 tiered_forced 1024 64 3 15 0.70172051090101561 0.28532198478262516 277041400
16 avx2 tiered_forced 1024 64 4 15 0.69531571437642614 0.28718684859544769 279611300
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profile,structure,leaf,fanout,levels,cells,geomean_score,worst_cell_score,total_median_ns
"baseline","tiered_forced",64,64,2,15,0.41524576804122043,0.022015739310724987,2319212000
"baseline","tiered_forced",64,64,3,15,0.4218832823175121,0.021822064129385973,2321190200
"baseline","tiered_forced",64,64,4,15,0.4249497864430275,0.021808184923060074,2329176500
"baseline","tiered_forced",128,64,2,15,0.58657595615265679,0.064786947923090615,943052700
"baseline","tiered_forced",128,64,3,15,0.58407057252474293,0.064751050286607895,947552500
"baseline","tiered_forced",128,64,4,15,0.58266035403113015,0.063996011097727554,957609400
"baseline","tiered_forced",256,64,2,15,0.710025736110935,0.21159723904093,435329400
"baseline","tiered_forced",256,64,3,15,0.6933074845964915,0.21265096603659694,436061800
"baseline","tiered_forced",256,64,4,15,0.71138470081825034,0.20775160968466691,438093000
"baseline","tiered_forced",512,64,2,15,0.75090380252743349,0.39103608728182104,283590900
"baseline","tiered_forced",512,64,3,15,0.74791456896730257,0.3877652654687373,284157100
"baseline","tiered_forced",512,64,4,15,0.67878822727750476,0.35510165096448515,326763500
"baseline","tiered_forced",1024,64,2,15,0.66191426996690106,0.28559344870950354,278398300
"baseline","tiered_forced",1024,64,3,15,0.69470604007756787,0.29202449292001531,269569200
"baseline","tiered_forced",1024,64,4,15,0.69606491440862328,0.28875350034057368,269483300
1 profile structure leaf fanout levels cells geomean_score worst_cell_score total_median_ns
2 baseline tiered_forced 64 64 2 15 0.41524576804122043 0.022015739310724987 2319212000
3 baseline tiered_forced 64 64 3 15 0.4218832823175121 0.021822064129385973 2321190200
4 baseline tiered_forced 64 64 4 15 0.4249497864430275 0.021808184923060074 2329176500
5 baseline tiered_forced 128 64 2 15 0.58657595615265679 0.064786947923090615 943052700
6 baseline tiered_forced 128 64 3 15 0.58407057252474293 0.064751050286607895 947552500
7 baseline tiered_forced 128 64 4 15 0.58266035403113015 0.063996011097727554 957609400
8 baseline tiered_forced 256 64 2 15 0.710025736110935 0.21159723904093 435329400
9 baseline tiered_forced 256 64 3 15 0.6933074845964915 0.21265096603659694 436061800
10 baseline tiered_forced 256 64 4 15 0.71138470081825034 0.20775160968466691 438093000
11 baseline tiered_forced 512 64 2 15 0.75090380252743349 0.39103608728182104 283590900
12 baseline tiered_forced 512 64 3 15 0.74791456896730257 0.3877652654687373 284157100
13 baseline tiered_forced 512 64 4 15 0.67878822727750476 0.35510165096448515 326763500
14 baseline tiered_forced 1024 64 2 15 0.66191426996690106 0.28559344870950354 278398300
15 baseline tiered_forced 1024 64 3 15 0.69470604007756787 0.29202449292001531 269569200
16 baseline tiered_forced 1024 64 4 15 0.69606491440862328 0.28875350034057368 269483300
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profile,structure,leaf,fanout,levels,cells,geomean_score,worst_cell_score,total_median_ns
"scalar","tiered_forced",64,64,2,15,0.43191689141226525,0.022388713761549418,2290875400
"scalar","tiered_forced",64,64,3,15,0.42252888045594567,0.02212156859132321,2315956400
"scalar","tiered_forced",64,64,4,15,0.41669082841416405,0.022075309496182777,2316530100
"scalar","tiered_forced",128,64,2,15,0.59007410258429138,0.065677012960580289,937046500
"scalar","tiered_forced",128,64,3,15,0.58876969211419106,0.065594150804057214,939763500
"scalar","tiered_forced",128,64,4,15,0.58839744859816046,0.06589380918522747,937765700
"scalar","tiered_forced",256,64,2,15,0.71446198229955116,0.21678362605868953,432138700
"scalar","tiered_forced",256,64,3,15,0.71442803112536135,0.2098140830394836,434605800
"scalar","tiered_forced",256,64,4,15,0.71513749929519965,0.21737015157442299,430778300
"scalar","tiered_forced",512,64,2,15,0.75058045633297432,0.39127595393338793,284125200
"scalar","tiered_forced",512,64,3,15,0.75014268231208825,0.3917348167213251,284690700
"scalar","tiered_forced",512,64,4,15,0.73797151642749914,0.35517958465461597,287416700
"scalar","tiered_forced",1024,64,2,15,0.68554208367338465,0.28652542565869876,273487000
"scalar","tiered_forced",1024,64,3,15,0.68071941695233817,0.28872366790582404,277803900
"scalar","tiered_forced",1024,64,4,15,0.69440010176034328,0.28917490232130544,271158800
1 profile structure leaf fanout levels cells geomean_score worst_cell_score total_median_ns
2 scalar tiered_forced 64 64 2 15 0.43191689141226525 0.022388713761549418 2290875400
3 scalar tiered_forced 64 64 3 15 0.42252888045594567 0.02212156859132321 2315956400
4 scalar tiered_forced 64 64 4 15 0.41669082841416405 0.022075309496182777 2316530100
5 scalar tiered_forced 128 64 2 15 0.59007410258429138 0.065677012960580289 937046500
6 scalar tiered_forced 128 64 3 15 0.58876969211419106 0.065594150804057214 939763500
7 scalar tiered_forced 128 64 4 15 0.58839744859816046 0.06589380918522747 937765700
8 scalar tiered_forced 256 64 2 15 0.71446198229955116 0.21678362605868953 432138700
9 scalar tiered_forced 256 64 3 15 0.71442803112536135 0.2098140830394836 434605800
10 scalar tiered_forced 256 64 4 15 0.71513749929519965 0.21737015157442299 430778300
11 scalar tiered_forced 512 64 2 15 0.75058045633297432 0.39127595393338793 284125200
12 scalar tiered_forced 512 64 3 15 0.75014268231208825 0.3917348167213251 284690700
13 scalar tiered_forced 512 64 4 15 0.73797151642749914 0.35517958465461597 287416700
14 scalar tiered_forced 1024 64 2 15 0.68554208367338465 0.28652542565869876 273487000
15 scalar tiered_forced 1024 64 3 15 0.68071941695233817 0.28872366790582404 277803900
16 scalar tiered_forced 1024 64 4 15 0.69440010176034328 0.28917490232130544 271158800
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