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sim-numerics/results_verify_article.txt
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OK number of configurations got 264 want 264
The proposed method (projection, multiplier declared):
OK APS place got 3 want 3
OK APS total got 2806 want 2806
OK APS solved got 153 want 153
BAD CHA place got 45 want 47
OK CHA total got 3220 want 3220
OK CHA solved got 40 want 40
OK both sets got 6026 want 6026
Head to head of the proposed method:
OK APS vs chandrupatla got (87, 24, 42) want (87, 24, 42)
OK APS vs toms748 got (86, 16, 51) want (86, 16, 51)
OK APS vs brent got (102, 11, 40) want (102, 11, 40)
OK APS vs itp got (132, 3, 18) want (132, 3, 18)
OK APS vs itp_oracle got (121, 4, 28) want (121, 4, 28)
OK APS vs bisection got (152, 1, 0) want (152, 1, 0)
OK CHA vs chandrupatla got (9, 5, 26) want (9, 5, 26)
OK CHA vs toms748 got (31, 1, 8) want (31, 1, 8)
OK CHA vs brent got (30, 4, 4) want (30, 4, 4)
OK CHA vs itp got (17, 0, 23) want (17, 0, 23)
OK CHA vs itp_oracle got (16, 0, 24) want (16, 0, 24)
OK APS vs Chandrupatla sign test p < 1e-4 got True want True
OK CHA vs Chandrupatla sign test p (rounded) got 0.006 want 0.006
The constant-free variant (earned projection):
OK credit APS place got 29 want 29
OK credit APS total got 3568 want 3568
OK credit CHA place got 10 want 10
OK credit CHA total got 3020 want 3020
OK credit both sets got 6588 want 6588
OK credit costs 762 more on the canonical set got 762 want 762
OK credit APS vs chandrupatla got (79, 3, 71) want (79, 3, 71)
OK credit APS vs toms748 got (77, 9, 67) want (77, 9, 67)
OK credit APS vs brent got (78, 5, 70) want (78, 5, 70)
OK credit APS vs Chandrupatla sign test p (rounded) got 0.57 want 0.57
The guards that replace the step instead of projecting it:
OK APS unguarded got 2806 want 2806
OK CHA unguarded total got 4104 want 4104
OK CHA unguarded solved got 35 want 35
OK CHA unguarded bound violations got 10 want 10
OK APS bracket-guard got 7260 want 7260
OK APS both-guard got 7239 want 7239
Alefeld-Potra-Shi:
OK APS winner got 'chandrupatla' want 'chandrupatla'
OK APS chandrupatla place got 1 want 1
OK APS chandrupatla total got 2787 want 2787
OK APS toms748 place got 4 want 4
OK APS toms748 total got 2820 want 2820
OK APS brent place got 5 want 5
OK APS brent total got 2889 want 2889
OK APS dekker place got 12 want 12
OK APS dekker total got 3158 want 3158
OK APS itp_oracle place got 13 want 13
OK APS itp_oracle total got 3260 want 3260
OK APS ridders place got 20 want 20
OK APS ridders total got 3313 want 3313
OK APS itp place got 34 want 34
OK APS itp total got 3957 want 3957
OK APS illinois place got 73 want 73
OK APS illinois total got 7045 want 7045
OK APS bisection place got 79 want 79
OK APS bisection total got 7530 want 7530
OK APS regula_falsi place got 244 want 244
OK APS regula_falsi total got 10560 want 10560
OK APS regula falsi solved got 127 want 127
Chandrupatla:
OK CHA rank 1 label got 'pure.sqrt.bracket.project' want 'pure.sqrt.bracket.project'
OK CHA rank 1 solves one more than anyone else got 41 want 41
OK CHA chandrupatla place got 2 want 2
OK CHA chandrupatla total got 2441 want 2441
OK CHA itp_oracle place got 3 want 3
BAD CHA itp_oracle total got 2647 want 2611
OK CHA itp place got 6 want 6
BAD CHA itp total got 2896 want 2857
OK CHA bisection place got 16 want 16
OK CHA bisection total got 3090 want 3090
BAD CHA toms748 place got 159 want 164
OK CHA toms748 total got 4000 want 4000
BAD CHA brent place got 227 want 226
OK CHA brent total got 4115 want 4115
OK CHA brent solved got 38 want 38
OK chandrupatla, both sets got 5228 want 5228
OK Chandrupatla beats us on both sets got True want True
Negative results, the regime claims:
BAD CHA cbrt over the whole set got 4109 want 4099
OK single fixed choice, both sets got 6026 want 6026
BAD switch by benchmark set, both sets got 6915 want 6905
OK switching is worse than not switching got True want True
OK fun4.1 projection variant got 89 want 89
OK fun4.1 cbrt got 32 want 32
OK fun4.2 projection variant got 93 want 93
OK fun4.2 cbrt got 32 want 32
OK fun4.3 projection variant got 113 want 113
OK fun4.3 cbrt got 40 want 40
OK fun4.4 projection variant got 125 want 125
OK fun4.4 cbrt got 47 want 47
OK fun4.5 projection variant got 153 want 153
OK fun4.5 cbrt got 59 want 59
The law across the grid:
BAD mean total, scale=derived3, lin got 6893 want 6809
BAD mean total, scale=derived3, quad got 22315 want 22294
BAD mean total, scale=derived, lin got 6981 want 6906
BAD mean total, scale=derived, quad got 22206 want 22167
BAD mean total, scale=bracket, lin got 10279 want 10263
BAD mean total, scale=bracket, quad got 19127 want 19137
OK mean total, scale=start, lin got 16102 want 16102
OK mean total, scale=start, quad got 15345 want 15345
OK every c=1 similarity beats every c=0 similarity got True want True
OK similarity ranking got ['ratio', 'exp_abs', 'rational', 'ratio_soft', 'sqrt', 'cbrt', 'exp_sq', 'rat_sq', 'cosine'] want ['ratio', 'exp_abs', 'rational', 'ratio_soft', 'sqrt', 'cbrt', 'exp_sq', 'rat_sq', 'cosine']
BAD similarity ratio best got 6560 want 6496
BAD similarity exp_abs best got 6895 want 6822
BAD similarity rational best got 7118 want 7038
BAD similarity ratio_soft best got 9578 want 9502
BAD similarity sqrt best got 10546 want 10497
BAD similarity cbrt best got 12002 want 11941
BAD similarity exp_sq best got 14307 want 14314
OK similarity rat_sq best got 15102 want 15102
OK similarity cosine best got 16394 want 16394
OK scale ranking got ['derived3', 'derived', 'bracket', 'start'] want ['derived3', 'derived', 'bracket', 'start']
BAD scale derived3 best got 6560 want 6496
BAD scale derived best got 6702 want 6628
BAD scale bracket best got 9107 want 9081
OK scale start best got 14540 want 14540
The placement modes (each in its own sweep file):
OK slope.ratio.derived3.project APS got 2848 want 2848
BAD slope.ratio.derived3.project CHA got 3114 want 3074
OK slope.ratio.derived3.project solved got 193 want 193
OK slope.ratio.derived3.project guarantee (over 2x) got 0 want 0
OK pure+shape+slope.ratio.derived3.safe APS got 2527 want 2527
BAD pure+shape+slope.ratio.derived3.safe CHA got 3126 want 3108
OK pure+shape+slope.ratio.derived3.safe solved got 193 want 193
OK pure+shape+slope.ratio.derived3.safe guarantee (over 2x) got 0 want 0
OK pure+dissim+slope.ratio.derived3.project APS got 2726 want 2726
BAD pure+dissim+slope.ratio.derived3.project CHA got 2799 want 2785
OK pure+dissim+slope.ratio.derived3.project solved got 193 want 193
OK pure+dissim+slope.ratio.derived3.project guarantee (over 2x) got 0 want 0
OK pure+shape+dissim+slope.ratio.derived3.safe APS got 2884 want 2884
BAD pure+shape+dissim+slope.ratio.derived3.safe CHA got 2871 want 2859
OK pure+shape+dissim+slope.ratio.derived3.safe solved got 193 want 193
OK pure+shape+dissim+slope.ratio.derived3.safe guarantee (over 2x) got 0 want 0
!! gate.ratio.derived.project not in sweep_gate.json — stale sweep
OK log.ratio_soft.derived.safe APS got 6940 want 6940
BAD log.ratio_soft.derived.safe CHA got 3541 want 3474
OK log.ratio_soft.derived.safe solved got 193 want 193
OK log.ratio_soft.derived.safe guarantee (over 2x) got 0 want 0
BAD pure+dissim+slope.ratio.derived3.safe CHA per-set got 2695 want 2683
The per-place reading (sweep_order.json):
OK far+rational both APS m=1 got 4522 want 4522
OK far+rational both APS order got 3675 want 3675
BAD far+rational both CHA m=1 got 3406 want 3387
BAD far+rational both CHA order got 3241 want 3216
OK far+rational bracket APS m=1 got 4606 want 4606
OK far+rational bracket APS order got 3542 want 3542
BAD far+rational bracket CHA m=1 got 3602 want 3571
BAD far+rational bracket CHA order got 3359 want 3303
OK far+rational credit APS m=1 got 5190 want 5190
OK far+rational credit APS order got 4686 want 4686
OK far+rational credit CHA m=1 got 3013 want 3013
OK far+rational credit CHA order got 2884 want 2884
OK far+rational project APS m=1 got 6932 want 6932
OK far+rational project APS order got 6364 want 6364
BAD far+rational project CHA m=1 got 4789 want 4794
BAD far+rational project CHA order got 4554 want 4559
OK far+rational safe APS m=1 got 5987 want 5987
OK far+rational safe APS order got 5229 want 5229
BAD far+rational safe CHA m=1 got 4134 want 4108
BAD far+rational safe CHA order got 3954 want 3923
OK far+rational step APS m=1 got 6435 want 6435
OK far+rational step APS order got 5551 want 5551
BAD far+rational step CHA m=1 got 4287 want 4257
BAD far+rational step CHA order got 4068 want 4022
OK far+rational none APS m=1 got 10676 want 10676
OK far+rational none APS order got 10043 want 10043
OK far+rational none CHA m=1 got 8265 want 8265
OK far+rational none CHA order got 7794 want 7794
OK cheaper in 7 of 7 safeguards got 7 want 7
OK false position none solved got 127 want 127
OK false position none APS got 10676 want 10676
OK false position order solved got 128 want 128
OK false position order APS got 10043 want 10043
OK slope reading none APS got 2806 want 2806
OK slope reading order APS got 2854 want 2854
OK guarantee family violations got 0 want 0
The decision place (sweep_decision.json):
OK ratio.band.project APS got 5432 want 5432
BAD ratio.band.project CHA got 3059 want 3066
BAD ratio.band.credit CHA got 2892 want 2899
OK ratio.none.project APS got 2806 want 2806
OK ratio.defect.project APS got 2523 want 2523
OK ratio.defect.project CHA got 3210 want 3210
BAD ratio_soft.simpair.project CHA got 2897 want 2868
OK defect APS solved got 153 want 153
OK defect both sets got 5733 want 5733
OK defect is the new canonical best (< 2527) got True want True
OK decision grid guarantee violations got 0 want 0
BAD band refusal rate % got 63.5 want 63.6
BAD defect refusal rate % got 6.6 want 7.0
The gap decomposition (fresh runs of the diagnosis scripts):
OK problems where we lose got 33 want 33
OK fun1.4 our bracket halvings/eval got 0.62 want 0.62
OK fun1.4 IQI from our points got 10.37 want 10.37
OK flat: ours min got 0.41 want 0.41
BAD flat: ours max got 0.75 want 0.81
OK flat: IQI min got 0.01 want 0.01
OK flat: IQI max got 0.17 want 0.17
OK non-degenerate states with one negative weight got np.int64(428) want 428
BAD bracketing states in total got 431 want 433
OK every exception is an underflowed zero weight got True want True
BAD total gap on the losing problems got 256 want 244
BAD flat families' gap got 172 want 160
OK fun1 gap got 58 want 58
OK Chandrupatla bisect share fun3 % got 92 want 92
OK Chandrupatla bisect share fun4 % got 96 want 96
OK Chandrupatla bisect share fun5 % got 100 want 100
OK Chandrupatla bisect share fun6 % got 100 want 100
OK Chandrupatla total fun4 got 297 want 297
OK Chandrupatla total fun5 got 233 want 233
OK Chandrupatla total fun6 got 233 want 233
OK m>=2 on canonical states % got np.float64(0.2) want 0.2
BAD m>=2 on flat states % got 0.0 want 5.8
OK band fun4 no-gate got 573 want 573
OK band fun4 with band got 296 want 296
OK band fun5 no-gate got 456 want 456
OK band fun5 with band got 239 want 239
OK band fun6 no-gate got 456 want 456
BAD band fun6 with band got 228 want 235
OK band cost on fun1 got 164 want 164
OK band cost on fun2 got 111 want 111
OK band cost on fun8 got 170 want 170
OK band cost on fun9 got 144 want 144
OK log item: x-space control APS got 5822 want 5822
BAD log item: x-space control CHA got 3695 want 3643
§3.1: the multiplier and the endowment (fresh runs):
OK multiplier 1.0 APS got 4817 want 4817
OK multiplier 1.0 CHA got 2997 want 2997
OK multiplier 1.25 APS got 2806 want 2806
OK multiplier 1.25 CHA got 2752 want 2752
OK multiplier 1.5 APS got 2806 want 2806
OK multiplier 1.5 CHA got 2889 want 2889
OK multiplier 2.0 APS got 2806 want 2806
OK multiplier 2.0 CHA got 3220 want 3220
OK multiplier 3.0 APS got 2806 want 2806
OK multiplier 3.0 CHA got 3756 want 3756
OK multiplier 4.0 APS got 2806 want 2806
OK multiplier 4.0 CHA got 4006 want 4006
OK endowment 0.1 APS got 5344 want 5344
OK endowment 0.1 CHA got 3051 want 3051
OK endowment 0.5 APS got 4656 want 4656
OK endowment 0.5 CHA got 3002 want 3002
OK endowment 1.0 APS got 3568 want 3568
OK endowment 1.0 CHA got 3020 want 3020
OK endowment 2.0 APS got 3692 want 3692
OK endowment 2.0 CHA got 2712 want 2712
OK endowment 5.0 APS got 3006 want 3006
OK endowment 5.0 CHA got 2615 want 2615
OK C0=1 cheapest within the one-step promise got 1.0 want 1.0
OK 2527 at multiplier 1.25 got 2541 want 2541
OK 2527 flat from 1.5 to 4 got {2527} want {2527}
OK 2523 flat from 1.25 to 4 got {2523} want {2523}
Tables 2-3 regenerated:
OK APS pure.ratio.derived3.project place got 3 want 3
OK APS pure.ratio.derived3.none place got 2 want 2
BAD CHA pure.ratio.derived3.project place got 45 want 47
OK CHA pure.ratio.derived3.none place got 228 want 228
OK CHA pure.exp_abs.bracket.both place got 4 want 4
BAD CHA exp_abs.bracket.both total got 2736 want 2733
OK CHA TOMS 748 over the 2x bound got 15 want 15
OK CHA Brent over the 2x bound got 18 want 18
OK credit APS vs itp_oracle got (86, 6, 61) want (86, 6, 61)
BAD credit CHA vs itp_oracle got (2, 2, 36) want (2, 3, 35)
OK credit CHA vs bisection got (5, 0, 35) want (5, 0, 35)
OK project APS vs chandrupatla got (87, 24, 42) want (87, 24, 42)
OK project APS vs itp got (132, 3, 18) want (132, 3, 18)
OK project APS vs itp_oracle got (121, 4, 28) want (121, 4, 28)
OK project APS vs bisection got (152, 1, 0) want (152, 1, 0)
OK project CHA vs toms748 got (31, 1, 8) want (31, 1, 8)
OK project CHA vs brent got (30, 4, 4) want (30, 4, 4)
OK project CHA vs itp got (17, 0, 23) want (17, 0, 23)
OK project CHA vs itp_oracle got (16, 0, 24) want (16, 0, 24)
OK both sets pure.ratio.derived3.credit got 6588 want 6588
OK both sets pure.ratio.derived3.project got 6026 want 6026
OK both sets chandrupatla got 5228 want 5228
BAD both sets itp_oracle got 5907 want 5871
OK both sets toms748 got 6820 want 6820
OK both sets brent got 7004 want 7004
§7 under the earned projection:
OK slope.ratio.derived3.credit APS got 3507 want 3507
OK slope.ratio.derived3.credit CHA got 2997 want 2997
OK pure+shape+slope.ratio.derived3.credit APS got 3755 want 3755
OK pure+shape+slope.ratio.derived3.credit CHA got 3021 want 3021
OK pure+dissim+slope.ratio.derived3.credit APS got 3857 want 3857
OK pure+dissim+slope.ratio.derived3.credit CHA got 3002 want 3002
OK pure+shape+dissim+slope.ratio.derived3.credit APS got 4354 want 4354
OK pure+shape+dissim+slope.ratio.derived3.credit CHA got 3037 want 3037
OK defect.ratio.derived3.credit APS got 3545 want 3545
OK defect.ratio.derived3.credit CHA got 2949 want 2949
BAD best constant-free configuration got 'defect+flatanalogmempt+exp+half.ratio.derived3.credit' want 'defect.ratio.derived3.credit'
BAD its total over both sets got 6111 want 6494
59 STATED NUMBERS DO NOT MATCH THE DATA:
CHA place
CHA itp_oracle total
CHA itp total
CHA toms748 place
CHA brent place
CHA cbrt over the whole set
switch by benchmark set, both sets
mean total, scale=derived3, lin
mean total, scale=derived3, quad
mean total, scale=derived, lin
mean total, scale=derived, quad
mean total, scale=bracket, lin
mean total, scale=bracket, quad
similarity ratio best
similarity exp_abs best
similarity rational best
similarity ratio_soft best
similarity sqrt best
similarity cbrt best
similarity exp_sq best
scale derived3 best
scale derived best
scale bracket best
slope.ratio.derived3.project CHA
pure+shape+slope.ratio.derived3.safe CHA
pure+dissim+slope.ratio.derived3.project CHA
pure+shape+dissim+slope.ratio.derived3.safe CHA
gate.ratio.derived.project missing from sweep_gate.json
log.ratio_soft.derived.safe CHA
pure+dissim+slope.ratio.derived3.safe CHA per-set
gate.ratio_soft.derived.safe missing from sweep_gate.json
far+rational both CHA m=1
far+rational both CHA order
far+rational bracket CHA m=1
far+rational bracket CHA order
far+rational project CHA m=1
far+rational project CHA order
far+rational safe CHA m=1
far+rational safe CHA order
far+rational step CHA m=1
far+rational step CHA order
ratio.band.project CHA
ratio.band.credit CHA
ratio_soft.simpair.project CHA
band refusal rate %
defect refusal rate %
flat: ours max
bracketing states in total
total gap on the losing problems
flat families' gap
m>=2 on flat states %
band fun6 with band
log item: x-space control CHA
CHA pure.ratio.derived3.project place
CHA exp_abs.bracket.both total
credit CHA vs itp_oracle
both sets itp_oracle
best constant-free configuration
its total over both sets