Otvoreno mjerenje

Mjerila

Većina softvera za rezanje navodi postotak iskoristivosti. Postotak je besmislen ako se ne zna što je bilo ostvarivo — 80 % može biti optimalno na jednom zadatku, a rasipno na drugom. Zato umjesto toga mjerimo prema teorijskom minimumu: za svaki testni zadatak izračunamo donju granicu broja ploča ili šipki koje bi bilo koji plan mogao upotrijebiti, a zatim izvještavamo koliko je naš plan udaljen od nje. Ulazi su objavljene akademske instance, rezultati su niže, a cijelo mjerenje možete ponovno pokrenuti sami.

89,3 %

zadataka s pločama pada na granicu ili unutar jedne ploče od nje

53,0 %

dokazivo je optimalno — točno na granici

1,48 %

prosječan razmak do granice na linearnim zadacima

1.259

testnih instanci, 8 skupova mjerila

Brojke za ploče odnose se na 553 kanonskih instanci pri rezu 0 s onemogućenom rotacijom — konvencija koju literatura koristi, pa su usporedive s objavljenim radovima na istim instancama.

Kako se izračunava granica

Donja granica je broj ploča ispod kojega nijedan plan ne može ići. Ako je naš plan dosegne, plan je dokazivo optimalan za taj zadatak — boljega nema. Izračunavaju se dvije granice i uzima se veća; obje se izvještavaju po zadatku kako biste vidjeli što svaka doprinosi.

LB1 — površina, korigirana za rez pile

Svakom postavljenom komadu dodijeli otisak proširen za pola reza sa svake strane. U giljotinskom rasporedu bilo koja dva komada razdvojena su barem jednim rezom, a svaki rez troši jedan rez, pa se ti otisci nikada ne preklapaju — i svi stanu unutar korisne ploče proširene za pola reza sa svake strane. Njihov zbroj daje granicu koju nijedan raspored ne može nadmašiti. Pri rezu 0 to je klasična granica površine.

LB1 = ceil( Σ (wᵢ + k)(hᵢ + k) / ((W + k)(H + k)) )

LB2 — dualno izvedive funkcije

Granica površine slijepa je za oblik: pet komada 600 × 600 zauzima samo 1,8 ploča površine na ploči 1000 × 1000, a ipak stane samo jedan po ploči, pa je potrebno pet ploča. Dualno izvediva funkcija je transformacija veličina koja čuva izvedivost, što omogućuje da argument površine uoči tu strukturu. Koriste se dvije obitelji — Martello–Toth i Fekete–Schepers — primijenjene nezavisno na širine i visine, i uzima se najbolji rezultat na cijeloj rešetki parametara. Pod rotacijom se svaki komad naplaćuje po manjoj od svoje dvije orijentacije, inače bi granica mogla premašiti pravi optimum.

LB2 = max over (f,g) of ceil( Σ f(wᵢ + k)·g(hᵢ + k) / (f(W + k)·g(H + k)) )

Zašto se instance skaliraju

Objavljene instance koriste male cjelobrojne vrijednosti bez mjerne jedinice — neke imaju kutiju 10 × 10. Naš packer odbacuje slobodne trake tanje od jedne jedinice, što bi na kutiji 10 × 10 bila desetina ploče. Svaka se instanca stoga množi cijelim brojem dok joj kraća stranica nije barem 1000 jedinica. Cjelobrojno skaliranje je egzaktna transformacija: optimalan broj ploča se ne mijenja, instanca se samo izmiče dosegu tog praga.

Ponovljivost

Optimizator je determinističan — isti ulaz uvijek daje isti plan. Cijeli korpus pokrenut je dvaput s onemogućenim predmemoriranjem i svako polje osim vremena vratilo se bajt po bajt identično. Izvori instanci fiksirani su SHA-256 hashem, pa ponovno pokretanje može dokazati da je mjerilo iste bajtove. I svaki se zadatak provjerava prema invarijanti da granica nikad ne premašuje stvarno proizvedeni plan; jedno kršenje zaustavlja pokretanje umjesto da objavi broj.

Što ovi brojevi ne govore

Naša granica nije najjača poznata. U literaturi postoje jače granice, pa je razmak koji izvještavamo gornja procjena stvarnog razmaka — zadatak koji označimo kao „nije na granici" zapravo može biti optimalan, a mi to jednostavno ne možemo dokazati.
Relativni razmaci pretjeruju na malim zadacima. Medijanski zadatak ovdje treba oko desetak ploča, pa se jedna dodatna ploča čita kao veliki postotak. Apsolutni stupac — koliko ploča iznad granice — onaj je pošten.
Dvije od generiranih obitelji protivničke su po konstrukciji: njihovi komadi popločavaju kutije točno, ne ostavljajući nimalo zazora, pa svaka nesavršenost košta cijelu kutiju. To je test stropa, a ne slika tipičnog rada.
Granica od 150 komada u tablici veličina nije proizvoljna — to je mjesto na kojem oba packera mijenjaju strategiju radi brzine. Zadaci iznad nje idu drugim kodnim putem, pa je promjena ondje namjeran kompromis, a ne litica.
Mjerenje poziva iste funkcije koje pokreće javni Engine API, unutar procesa umjesto preko HTTP-a — mrežna latencija pokvarila bi vremena. Ta se istovjetnost ne pretpostavlja: uzorak instanci ponovno se pušta prema živom API-ju i mora se vratiti identičan polje po polje.

Prema veličini zadatka

Podijeljeno prema broju komada. Oba packera napuštaju svoju najskuplju strategiju pretraživanja iznad 150 komada, pa ta granica razdvaja dva različita kodna puta.

Komadi	Zadaci	Na granici	Pros. razmak kad nije	p95 vrijeme
2D · <50	217	65,0 %	21,0 %	23.32 ms
2D · 50-150	315	47,6 %	9,6 %	77.34 ms
2D · 150+	21	9,5 %	10,1 %	474.53 ms
1D · 50-150	48	35,4 %	3,6 %	7.12 ms
1D · 150+	86	33,7 %	1,5 %	280.55 ms

Što je izmjereno

Dva korpusa, nikad pomiješana u jedan broj. Kanonski skupovi su instance koje akademska literatura koristi; preuzimaju se i provjeravaju hashem umjesto da se ovdje kopiraju, jer njihov izvor ne navodi licencu koja dopušta redistribuciju. Generirani skupovi su naši za objavu.

Skup	Instance	Podrijetlo	U ovom repozitoriju?
CLASS	500	J	SHA-256 9f5ca94d6a…
BENG	10	M	SHA-256 90536b0527…
A	43	R	SHA-256 dd1804179a…
CLASS-R	500	Generirani — izgrađeni iz objavljenih parametara generatora, naša vlastita sjemena	✓
PERFECT2D	72	Generirani — izgrađeni iz objavljenih parametara generatora, naša vlastita sjemena	✓
UNIF1D	40	Generirani — izgrađeni iz objavljenih parametara generatora, naša vlastita sjemena	✓
TRIPLET1D	40	Generirani — izgrađeni iz objavljenih parametara generatora, naša vlastita sjemena	✓
RAND1D	54	Generirani — izgrađeni iz objavljenih parametara generatora, naša vlastita sjemena	✓

Dvije generirane obitelji nose dokazan optimum po konstrukciji: njihovi komadi popločavaju kutije točno bez otpada, pa je optimum poznat, a ne samo ograničen.

Skupovi za strip-packing, naprtnjaču i ortogonalno pakiranje isključeni su: to su drugačiji problemi s drugačijim ciljevima, a brojka „iskorištenih kutija" za njih je nedefinirana. Jednodimenzionalna BPPLIB zbirka isključena je zbog licence — njezini je autori objavljuju pod CC BY-NC-ND, što ne dopušta uporabu u mjerilu komercijalnog proizvoda.

Svaki zadatak

Jedan redak po instanci pri naslovnim postavkama. Ostali profili, mehanizmi i orijentacije nalaze se u datoteci rezultata dostupnoj za preuzimanje.

Samo zadaci iznad granice

Prikazano 1.259 od 1.259

Instanca	Skup	Komadi	Zaliha	Granica	Iskorišteno	Iznad	Iskoristivost	ms
CLASS/cl_01_020_01	CLASS	20	1000×1000	8	8	—	81	19.53
CLASS/cl_01_020_02	CLASS	20	1000×1000	5	5	—	86.6	6.46
CLASS/cl_01_020_03	CLASS	20	1000×1000	8	9	+1	72.22	9.33
CLASS/cl_01_020_04	CLASS	20	1000×1000	5	6	+1	78.33	5.02
CLASS/cl_01_020_05	CLASS	20	1000×1000	6	6	—	89	6.03
CLASS/cl_01_020_06	CLASS	20	1000×1000	9	9	—	81.78	6.3
CLASS/cl_01_020_07	CLASS	20	1000×1000	6	6	—	88.33	5.78
CLASS/cl_01_020_08	CLASS	20	1000×1000	6	6	—	84.5	6
CLASS/cl_01_020_09	CLASS	20	1000×1000	8	8	—	76.88	5.9
CLASS/cl_01_020_10	CLASS	20	1000×1000	8	8	—	83	7.38
CLASS/cl_01_040_01	CLASS	40	1000×1000	10	10	—	89.5	13.33
CLASS/cl_01_040_02	CLASS	40	1000×1000	11	12	+1	89.17	14.37
CLASS/cl_01_040_03	CLASS	40	1000×1000	16	17	+1	81.76	16.15
CLASS/cl_01_040_04	CLASS	40	1000×1000	14	14	—	89.07	17.8
CLASS/cl_01_040_05	CLASS	40	1000×1000	15	15	—	91.73	13.51
CLASS/cl_01_040_06	CLASS	40	1000×1000	14	14	—	75.79	16.6
CLASS/cl_01_040_07	CLASS	40	1000×1000	11	12	+1	89.5	13.19
CLASS/cl_01_040_08	CLASS	40	1000×1000	18	19	+1	76.53	18.11
CLASS/cl_01_040_09	CLASS	40	1000×1000	11	11	—	91.64	10.99
CLASS/cl_01_040_10	CLASS	40	1000×1000	11	12	+1	85.5	12.96
CLASS/cl_01_060_01	CLASS	60	1000×1000	22	23	+1	87.26	29.24
CLASS/cl_01_060_02	CLASS	60	1000×1000	19	19	—	92.95	20.99
CLASS/cl_01_060_03	CLASS	60	1000×1000	21	21	—	86.52	23.26
CLASS/cl_01_060_04	CLASS	60	1000×1000	22	22	—	82.86	25.76
CLASS/cl_01_060_05	CLASS	60	1000×1000	19	19	—	86.79	27.32
CLASS/cl_01_060_06	CLASS	60	1000×1000	17	18	+1	92.17	24.27
CLASS/cl_01_060_07	CLASS	60	1000×1000	16	16	—	92.5	24.47
CLASS/cl_01_060_08	CLASS	60	1000×1000	21	21	—	89.67	31.67
CLASS/cl_01_060_09	CLASS	60	1000×1000	18	19	+1	91.42	23.52
CLASS/cl_01_060_10	CLASS	60	1000×1000	24	24	—	87.83	30.44
CLASS/cl_01_080_01	CLASS	80	1000×1000	25	25	—	90.96	38.28
CLASS/cl_01_080_02	CLASS	80	1000×1000	26	26	—	92.58	37.88
CLASS/cl_01_080_03	CLASS	80	1000×1000	27	27	—	85.11	31.04
CLASS/cl_01_080_04	CLASS	80	1000×1000	27	27	—	90.3	29.38
CLASS/cl_01_080_05	CLASS	80	1000×1000	26	26	—	90.46	36.19
CLASS/cl_01_080_06	CLASS	80	1000×1000	28	28	—	90.04	37
CLASS/cl_01_080_07	CLASS	80	1000×1000	31	31	—	85.81	38.29
CLASS/cl_01_080_08	CLASS	80	1000×1000	29	29	—	91.17	32.01
CLASS/cl_01_080_09	CLASS	80	1000×1000	30	31	+1	89.9	34.21
CLASS/cl_01_080_10	CLASS	80	1000×1000	26	26	—	93.31	32.58
CLASS/cl_01_100_01	CLASS	100	1000×1000	28	29	+1	94.24	48.5
CLASS/cl_01_100_02	CLASS	100	1000×1000	31	32	+1	95	44.88
CLASS/cl_01_100_03	CLASS	100	1000×1000	29	29	—	92	46.75
CLASS/cl_01_100_04	CLASS	100	1000×1000	30	31	+1	92.94	46.07
CLASS/cl_01_100_05	CLASS	100	1000×1000	32	32	—	94.22	48.57
CLASS/cl_01_100_06	CLASS	100	1000×1000	37	37	—	91.3	49.75
CLASS/cl_01_100_07	CLASS	100	1000×1000	28	29	+1	94.38	44.77
CLASS/cl_01_100_08	CLASS	100	1000×1000	33	34	+1	91.79	49.86
CLASS/cl_01_100_09	CLASS	100	1000×1000	31	32	+1	93.31	50.22
CLASS/cl_01_100_10	CLASS	100	1000×1000	38	38	—	89.92	57.65
CLASS/cl_02_020_01	CLASS	20	1020×1020	1	1	—	72	6.31
CLASS/cl_02_020_02	CLASS	20	1020×1020	1	1	—	48.11	8.85
CLASS/cl_02_020_03	CLASS	20	1020×1020	1	1	—	72.22	5.54
CLASS/cl_02_020_04	CLASS	20	1020×1020	1	1	—	52.22	8.84
CLASS/cl_02_020_05	CLASS	20	1020×1020	1	1	—	59.33	8.18
CLASS/cl_02_020_06	CLASS	20	1020×1020	1	1	—	81.78	4.56
CLASS/cl_02_020_07	CLASS	20	1020×1020	1	1	—	58.89	8.36
CLASS/cl_02_020_08	CLASS	20	1020×1020	1	1	—	56.33	8.29
CLASS/cl_02_020_09	CLASS	20	1020×1020	1	1	—	68.33	7.28
CLASS/cl_02_020_10	CLASS	20	1020×1020	1	1	—	73.78	6.94
CLASS/cl_02_040_01	CLASS	40	1020×1020	1	2	+1	49.72	20.98
CLASS/cl_02_040_02	CLASS	40	1020×1020	2	2	—	59.44	18.45
CLASS/cl_02_040_03	CLASS	40	1020×1020	2	2	—	77.22	13.63
CLASS/cl_02_040_04	CLASS	40	1020×1020	2	2	—	69.28	18.39
CLASS/cl_02_040_05	CLASS	40	1020×1020	2	2	—	76.44	11.72
CLASS/cl_02_040_06	CLASS	40	1020×1020	2	2	—	58.94	16.79
CLASS/cl_02_040_07	CLASS	40	1020×1020	2	2	—	59.67	16.32
CLASS/cl_02_040_08	CLASS	40	1020×1020	2	2	—	80.78	14.09
CLASS/cl_02_040_09	CLASS	40	1020×1020	2	2	—	56	19.51
CLASS/cl_02_040_10	CLASS	40	1020×1020	2	2	—	57	20.12
CLASS/cl_02_060_01	CLASS	60	1020×1020	3	3	—	74.33	28.33
CLASS/cl_02_060_02	CLASS	60	1020×1020	2	3	+1	65.41	30
CLASS/cl_02_060_03	CLASS	60	1020×1020	3	3	—	67.3	29.32
CLASS/cl_02_060_04	CLASS	60	1020×1020	3	3	—	67.52	30.34
CLASS/cl_02_060_05	CLASS	60	1020×1020	2	2	—	91.61	15.38
CLASS/cl_02_060_06	CLASS	60	1020×1020	2	2	—	92.17	25.69
CLASS/cl_02_060_07	CLASS	60	1020×1020	2	2	—	82.22	20
CLASS/cl_02_060_08	CLASS	60	1020×1020	3	3	—	69.74	27.39
CLASS/cl_02_060_09	CLASS	60	1020×1020	2	2	—	96.5	27.17
CLASS/cl_02_060_10	CLASS	60	1020×1020	3	3	—	78.07	22.72
CLASS/cl_02_080_01	CLASS	80	1020×1020	3	3	—	84.22	26.88
CLASS/cl_02_080_02	CLASS	80	1020×1020	3	3	—	89.15	27.56
CLASS/cl_02_080_03	CLASS	80	1020×1020	3	3	—	85.11	26.09
CLASS/cl_02_080_04	CLASS	80	1020×1020	3	3	—	90.3	24.9
CLASS/cl_02_080_05	CLASS	80	1020×1020	3	3	—	87.11	26.33
CLASS/cl_02_080_06	CLASS	80	1020×1020	3	3	—	93.37	38.74
CLASS/cl_02_080_07	CLASS	80	1020×1020	3	3	—	98.52	36.5
CLASS/cl_02_080_08	CLASS	80	1020×1020	3	3	—	97.93	35.12
CLASS/cl_02_080_09	CLASS	80	1020×1020	4	4	—	77.42	35.06
CLASS/cl_02_080_10	CLASS	80	1020×1020	3	3	—	89.85	28.08
CLASS/cl_02_100_01	CLASS	100	1020×1020	4	4	—	75.92	46.31
CLASS/cl_02_100_02	CLASS	100	1020×1020	4	4	—	84.44	37.91
CLASS/cl_02_100_03	CLASS	100	1020×1020	3	4	+1	74.11	47.32
CLASS/cl_02_100_04	CLASS	100	1020×1020	4	4	—	80.03	36.11
CLASS/cl_02_100_05	CLASS	100	1020×1020	4	4	—	83.75	34.85
CLASS/cl_02_100_06	CLASS	100	1020×1020	4	4	—	93.83	33.74
CLASS/cl_02_100_07	CLASS	100	1020×1020	4	4	—	76.03	45.32
CLASS/cl_02_100_08	CLASS	100	1020×1020	4	4	—	86.69	36.84
CLASS/cl_02_100_09	CLASS	100	1020×1020	4	4	—	82.94	38.86
CLASS/cl_02_100_10	CLASS	100	1020×1020	4	4	—	94.92	39.09
CLASS/cl_03_020_01	CLASS	20	1000×1000	5	6	+1	71.57	6.48
CLASS/cl_03_020_02	CLASS	20	1000×1000	3	4	+1	65.14	6.35
CLASS/cl_03_020_03	CLASS	20	1000×1000	5	6	+1	73.49	5.17
CLASS/cl_03_020_04	CLASS	20	1000×1000	4	4	—	77.56	3.39
CLASS/cl_03_020_05	CLASS	20	1000×1000	4	5	+1	69	7.62
CLASS/cl_03_020_06	CLASS	20	1000×1000	6	7	+1	67.9	8.58
CLASS/cl_03_020_07	CLASS	20	1000×1000	4	5	+1	68.09	8.69
CLASS/cl_03_020_08	CLASS	20	1000×1000	4	4	—	80.61	3.76
CLASS/cl_03_020_09	CLASS	20	1000×1000	5	6	+1	70.1	7.23
CLASS/cl_03_020_10	CLASS	20	1000×1000	7	7	—	66.05	7.29
CLASS/cl_03_040_01	CLASS	40	1000×1000	6	7	+1	80.01	13.92
CLASS/cl_03_040_02	CLASS	40	1000×1000	8	9	+1	79.17	10.84
CLASS/cl_03_040_03	CLASS	40	1000×1000	11	11	—	82.55	12.91
CLASS/cl_03_040_04	CLASS	40	1000×1000	10	10	—	82.35	10.25
CLASS/cl_03_040_05	CLASS	40	1000×1000	12	12	—	78.66	17.34
CLASS/cl_03_040_06	CLASS	40	1000×1000	10	10	—	69.73	12.43
CLASS/cl_03_040_07	CLASS	40	1000×1000	8	9	+1	80.7	14.89
CLASS/cl_03_040_08	CLASS	40	1000×1000	13	14	+1	70.99	13.62
CLASS/cl_03_040_09	CLASS	40	1000×1000	7	8	+1	83.67	12.84
CLASS/cl_03_040_10	CLASS	40	1000×1000	7	9	+2	74.76	14.18
CLASS/cl_03_060_01	CLASS	60	1000×1000	16	17	+1	79.29	25.75
CLASS/cl_03_060_02	CLASS	60	1000×1000	12	14	+2	81.34	25.16
CLASS/cl_03_060_03	CLASS	60	1000×1000	13	15	+2	81.93	24.44
CLASS/cl_03_060_04	CLASS	60	1000×1000	14	16	+2	76.81	21
CLASS/cl_03_060_05	CLASS	60	1000×1000	11	13	+2	83.69	24.03
CLASS/cl_03_060_06	CLASS	60	1000×1000	12	13	+1	85.11	20.5
CLASS/cl_03_060_07	CLASS	60	1000×1000	11	12	+1	83.01	26.61
CLASS/cl_03_060_08	CLASS	60	1000×1000	15	15	—	85.22	23.83
CLASS/cl_03_060_09	CLASS	60	1000×1000	13	14	+1	82.64	24.61
CLASS/cl_03_060_10	CLASS	60	1000×1000	17	18	+1	80.88	30.46
CLASS/cl_03_080_01	CLASS	80	1000×1000	17	18	+1	84.23	35.53
CLASS/cl_03_080_02	CLASS	80	1000×1000	18	19	+1	83.7	38.77
CLASS/cl_03_080_03	CLASS	80	1000×1000	17	19	+2	81.68	32.44
CLASS/cl_03_080_04	CLASS	80	1000×1000	18	19	+1	85.95	38.77
CLASS/cl_03_080_05	CLASS	80	1000×1000	16	18	+2	86.66	38.81
CLASS/cl_03_080_06	CLASS	80	1000×1000	20	21	+1	81.74	36.88
CLASS/cl_03_080_07	CLASS	80	1000×1000	20	21	+1	86.42	41.99
CLASS/cl_03_080_08	CLASS	80	1000×1000	22	22	—	82	36.07
CLASS/cl_03_080_09	CLASS	80	1000×1000	21	23	+2	80.86	42.56
CLASS/cl_03_080_10	CLASS	80	1000×1000	18	20	+2	81.07	38.16
CLASS/cl_03_100_01	CLASS	100	1000×1000	19	20	+1	89.76	44.22
CLASS/cl_03_100_02	CLASS	100	1000×1000	22	23	+1	90.33	56.03
CLASS/cl_03_100_03	CLASS	100	1000×1000	18	20	+2	88.2	52.97
CLASS/cl_03_100_04	CLASS	100	1000×1000	20	22	+2	86.72	52.01
CLASS/cl_03_100_05	CLASS	100	1000×1000	22	24	+2	84.18	59.79
CLASS/cl_03_100_06	CLASS	100	1000×1000	26	27	+1	85.09	55.79
CLASS/cl_03_100_07	CLASS	100	1000×1000	20	21	+1	87.63	51.69
CLASS/cl_03_100_08	CLASS	100	1000×1000	23	24	+1	87.04	52.84
CLASS/cl_03_100_09	CLASS	100	1000×1000	21	23	+2	85.6	64.27
CLASS/cl_03_100_10	CLASS	100	1000×1000	29	30	+1	77.48	55.58
CLASS/cl_04_020_01	CLASS	20	1000×1000	1	1	—	68.71	8.06
CLASS/cl_04_020_02	CLASS	20	1000×1000	1	1	—	41.69	9.41
CLASS/cl_04_020_03	CLASS	20	1000×1000	1	1	—	70.55	6.23
CLASS/cl_04_020_04	CLASS	20	1000×1000	1	1	—	49.64	9.82
CLASS/cl_04_020_05	CLASS	20	1000×1000	1	1	—	55.2	8.52
CLASS/cl_04_020_06	CLASS	20	1000×1000	1	1	—	76.05	6.87
CLASS/cl_04_020_07	CLASS	20	1000×1000	1	1	—	54.47	8.55
CLASS/cl_04_020_08	CLASS	20	1000×1000	1	1	—	51.59	9.62
CLASS/cl_04_020_09	CLASS	20	1000×1000	1	1	—	67.3	7.84
CLASS/cl_04_020_10	CLASS	20	1000×1000	1	1	—	73.98	6.01
CLASS/cl_04_040_01	CLASS	40	1000×1000	1	1	—	89.68	23.94
CLASS/cl_04_040_02	CLASS	40	1000×1000	2	2	—	57	20.45
CLASS/cl_04_040_03	CLASS	40	1000×1000	2	2	—	72.64	18.08
CLASS/cl_04_040_04	CLASS	40	1000×1000	2	2	—	65.88	18.43
CLASS/cl_04_040_05	CLASS	40	1000×1000	2	2	—	75.51	16.86
CLASS/cl_04_040_06	CLASS	40	1000×1000	2	2	—	55.78	17.08
CLASS/cl_04_040_07	CLASS	40	1000×1000	2	2	—	58.1	21.85
CLASS/cl_04_040_08	CLASS	40	1000×1000	2	2	—	79.51	13.79
CLASS/cl_04_040_09	CLASS	40	1000×1000	2	2	—	53.55	20.45
CLASS/cl_04_040_10	CLASS	40	1000×1000	2	2	—	53.83	23.66
CLASS/cl_04_060_01	CLASS	60	1000×1000	3	3	—	71.89	27.23
CLASS/cl_04_060_02	CLASS	60	1000×1000	2	2	—	91.1	26.98
CLASS/cl_04_060_03	CLASS	60	1000×1000	2	3	+1	65.55	31.43
CLASS/cl_04_060_04	CLASS	60	1000×1000	2	3	+1	65.54	32.1
CLASS/cl_04_060_05	CLASS	60	1000×1000	2	2	—	87.03	25.09
CLASS/cl_04_060_06	CLASS	60	1000×1000	2	2	—	88.52	26.21
CLASS/cl_04_060_07	CLASS	60	1000×1000	2	2	—	79.68	27.66
CLASS/cl_04_060_08	CLASS	60	1000×1000	3	3	—	68.18	28.24
CLASS/cl_04_060_09	CLASS	60	1000×1000	2	2	—	92.55	30.54
CLASS/cl_04_060_10	CLASS	60	1000×1000	3	3	—	77.65	25.23
CLASS/cl_04_080_01	CLASS	80	1000×1000	3	3	—	80.86	35.47
CLASS/cl_04_080_02	CLASS	80	1000×1000	3	3	—	84.82	34.84
CLASS/cl_04_080_03	CLASS	80	1000×1000	3	3	—	82.77	35.16
CLASS/cl_04_080_04	CLASS	80	1000×1000	3	3	—	87.09	32.84
CLASS/cl_04_080_05	CLASS	80	1000×1000	3	3	—	83.19	36.69
CLASS/cl_04_080_06	CLASS	80	1000×1000	3	3	—	91.55	37.72
CLASS/cl_04_080_07	CLASS	80	1000×1000	3	4	+1	72.59	44.26
CLASS/cl_04_080_08	CLASS	80	1000×1000	3	4	+1	72.16	47.62
CLASS/cl_04_080_09	CLASS	80	1000×1000	3	4	+1	74.39	36.31
CLASS/cl_04_080_10	CLASS	80	1000×1000	3	3	—	86.48	31.45
CLASS/cl_04_100_01	CLASS	100	1000×1000	3	4	+1	71.81	57.1
CLASS/cl_04_100_02	CLASS	100	1000×1000	4	4	—	83.1	49.72
CLASS/cl_04_100_03	CLASS	100	1000×1000	3	3	—	94.08	49.28
CLASS/cl_04_100_04	CLASS	100	1000×1000	4	4	—	76.31	52.56
CLASS/cl_04_100_05	CLASS	100	1000×1000	4	4	—	80.82	47
CLASS/cl_04_100_06	CLASS	100	1000×1000	4	4	—	91.9	34.17
CLASS/cl_04_100_07	CLASS	100	1000×1000	3	4	+1	73.61	56.27
CLASS/cl_04_100_08	CLASS	100	1000×1000	4	4	—	83.56	46.1
CLASS/cl_04_100_09	CLASS	100	1000×1000	4	4	—	78.75	52.47
CLASS/cl_04_100_10	CLASS	100	1000×1000	4	4	—	92.97	53.37
CLASS/cl_05_020_01	CLASS	20	1000×1000	7	8	+1	67.14	8.28
CLASS/cl_05_020_02	CLASS	20	1000×1000	4	5	+1	64.73	8.93
CLASS/cl_05_020_03	CLASS	20	1000×1000	7	7	—	78.91	4.89
CLASS/cl_05_020_04	CLASS	20	1000×1000	5	5	—	77.78	4.29
CLASS/cl_05_020_05	CLASS	20	1000×1000	5	6	+1	72.68	7.9
CLASS/cl_05_020_06	CLASS	20	1000×1000	8	9	+1	66.88	10.2
CLASS/cl_05_020_07	CLASS	20	1000×1000	5	6	+1	71.09	7.23
CLASS/cl_05_020_08	CLASS	20	1000×1000	5	5	—	80.93	7.2
CLASS/cl_05_020_09	CLASS	20	1000×1000	7	7	—	75.38	6.2
CLASS/cl_05_020_10	CLASS	20	1000×1000	7	8	+1	73.02	9.76
CLASS/cl_05_040_01	CLASS	40	1000×1000	8	9	+1	77.24	15.04
CLASS/cl_05_040_02	CLASS	40	1000×1000	10	11	+1	81.03	14.13
CLASS/cl_05_040_03	CLASS	40	1000×1000	15	15	—	76.91	18.46
CLASS/cl_05_040_04	CLASS	40	1000×1000	12	13	+1	80.22	20.7
CLASS/cl_05_040_05	CLASS	40	1000×1000	13	15	+2	79.34	17.86
CLASS/cl_05_040_06	CLASS	40	1000×1000	12	12	—	73.14	12.04
CLASS/cl_05_040_07	CLASS	40	1000×1000	10	11	+1	82.4	13.62
CLASS/cl_05_040_08	CLASS	40	1000×1000	17	17	—	73.54	14.19
CLASS/cl_05_040_09	CLASS	40	1000×1000	9	10	+1	83.98	14.93
CLASS/cl_05_040_10	CLASS	40	1000×1000	10	11	+1	76.84	16.6
CLASS/cl_05_060_01	CLASS	60	1000×1000	19	21	+2	81.27	24.76
CLASS/cl_05_060_02	CLASS	60	1000×1000	16	18	+2	80.12	30.37
CLASS/cl_05_060_03	CLASS	60	1000×1000	18	20	+2	77.34	31.61
CLASS/cl_05_060_04	CLASS	60	1000×1000	20	20	—	77.46	28
CLASS/cl_05_060_05	CLASS	60	1000×1000	15	16	+1	85.41	31.02
CLASS/cl_05_060_06	CLASS	60	1000×1000	15	17	+2	81.56	27.1
CLASS/cl_05_060_07	CLASS	60	1000×1000	14	15	+1	83.06	31.52
CLASS/cl_05_060_08	CLASS	60	1000×1000	19	19	—	84.78	30.86
CLASS/cl_05_060_09	CLASS	60	1000×1000	16	17	+1	85.38	32.27
CLASS/cl_05_060_10	CLASS	60	1000×1000	23	24	+1	76.49	29.53
CLASS/cl_05_080_01	CLASS	80	1000×1000	22	24	+2	79.27	37.27
CLASS/cl_05_080_02	CLASS	80	1000×1000	22	24	+2	83.66	43.15
CLASS/cl_05_080_03	CLASS	80	1000×1000	24	25	+1	78.08	43.26
CLASS/cl_05_080_04	CLASS	80	1000×1000	24	25	+1	81.8	39.72
CLASS/cl_05_080_05	CLASS	80	1000×1000	22	24	+2	81.76	37.58
CLASS/cl_05_080_06	CLASS	80	1000×1000	25	26	+1	82.97	46.66
CLASS/cl_05_080_07	CLASS	80	1000×1000	27	28	+1	81.27	45.66
CLASS/cl_05_080_08	CLASS	80	1000×1000	26	27	+1	84.7	53.7
CLASS/cl_05_080_09	CLASS	80	1000×1000	26	28	+2	83.77	43.29
CLASS/cl_05_080_10	CLASS	80	1000×1000	22	24	+2	84.88	45
CLASS/cl_05_100_01	CLASS	100	1000×1000	23	26	+3	86.8	62.24
CLASS/cl_05_100_02	CLASS	100	1000×1000	28	30	+2	87.26	72.72
CLASS/cl_05_100_03	CLASS	100	1000×1000	23	26	+3	85.41	65.61
CLASS/cl_05_100_04	CLASS	100	1000×1000	26	28	+2	85.72	57.85
CLASS/cl_05_100_05	CLASS	100	1000×1000	27	30	+3	84.74	64.41
CLASS/cl_05_100_06	CLASS	100	1000×1000	33	35	+2	82.85	68.83
CLASS/cl_05_100_07	CLASS	100	1000×1000	24	27	+3	85.61	61.84
CLASS/cl_05_100_08	CLASS	100	1000×1000	29	31	+2	84.8	68.72
CLASS/cl_05_100_09	CLASS	100	1000×1000	27	29	+2	85.9	60.19
CLASS/cl_05_100_10	CLASS	100	1000×1000	35	36	+1	81.26	67.84
CLASS/cl_06_020_01	CLASS	20	1200×1200	1	1	—	59.68	9.38
CLASS/cl_06_020_02	CLASS	20	1200×1200	1	1	—	35.96	9.17
CLASS/cl_06_020_03	CLASS	20	1200×1200	1	1	—	61.37	8.35
CLASS/cl_06_020_04	CLASS	20	1200×1200	1	1	—	43.21	9.71
CLASS/cl_06_020_05	CLASS	20	1200×1200	1	1	—	48.45	10.37
CLASS/cl_06_020_06	CLASS	20	1200×1200	1	1	—	66.88	6.02
CLASS/cl_06_020_07	CLASS	20	1200×1200	1	1	—	47.4	9.67
CLASS/cl_06_020_08	CLASS	20	1200×1200	1	1	—	44.96	9.67
CLASS/cl_06_020_09	CLASS	20	1200×1200	1	1	—	58.63	9.44
CLASS/cl_06_020_10	CLASS	20	1200×1200	1	1	—	64.9	8.44
CLASS/cl_06_040_01	CLASS	40	1200×1200	1	1	—	77.24	16.02
CLASS/cl_06_040_02	CLASS	40	1200×1200	1	2	+1	49.52	22.73
CLASS/cl_06_040_03	CLASS	40	1200×1200	2	2	—	64.1	19.12
CLASS/cl_06_040_04	CLASS	40	1200×1200	2	2	—	57.93	24.41
CLASS/cl_06_040_05	CLASS	40	1200×1200	2	2	—	66.12	17.83
CLASS/cl_06_040_06	CLASS	40	1200×1200	1	2	+1	48.76	22.31
CLASS/cl_06_040_07	CLASS	40	1200×1200	2	2	—	50.35	22.49
CLASS/cl_06_040_08	CLASS	40	1200×1200	2	2	—	69.45	16.84
CLASS/cl_06_040_09	CLASS	40	1200×1200	1	2	+1	46.66	19.81
CLASS/cl_06_040_10	CLASS	40	1200×1200	1	2	+1	46.96	28.71
CLASS/cl_06_060_01	CLASS	60	1200×1200	2	3	+1	63.21	39.24
CLASS/cl_06_060_02	CLASS	60	1200×1200	2	2	—	80.12	28.41
CLASS/cl_06_060_03	CLASS	60	1200×1200	2	2	—	85.93	32.26
CLASS/cl_06_060_04	CLASS	60	1200×1200	2	2	—	86.07	26.31
CLASS/cl_06_060_05	CLASS	60	1200×1200	2	2	—	75.92	30.93
CLASS/cl_06_060_06	CLASS	60	1200×1200	2	2	—	77.03	27.52
CLASS/cl_06_060_07	CLASS	60	1200×1200	2	2	—	69.22	33.6
CLASS/cl_06_060_08	CLASS	60	1200×1200	2	2	—	89.49	23.14
CLASS/cl_06_060_09	CLASS	60	1200×1200	2	2	—	80.64	27.32
CLASS/cl_06_060_10	CLASS	60	1200×1200	3	3	—	67.99	30.13
CLASS/cl_06_080_01	CLASS	80	1200×1200	3	3	—	70.46	41.97
CLASS/cl_06_080_02	CLASS	80	1200×1200	3	3	—	74.37	43.48
CLASS/cl_06_080_03	CLASS	80	1200×1200	3	3	—	72.29	44.83
CLASS/cl_06_080_04	CLASS	80	1200×1200	3	3	—	75.74	40.08
CLASS/cl_06_080_05	CLASS	80	1200×1200	3	3	—	72.68	41.89
CLASS/cl_06_080_06	CLASS	80	1200×1200	3	3	—	79.89	41.11
CLASS/cl_06_080_07	CLASS	80	1200×1200	3	3	—	84.28	37.5
CLASS/cl_06_080_08	CLASS	80	1200×1200	3	3	—	84.7	41.71
CLASS/cl_06_080_09	CLASS	80	1200×1200	3	3	—	86.87	33.21
CLASS/cl_06_080_10	CLASS	80	1200×1200	3	3	—	75.45	41.36
CLASS/cl_06_100_01	CLASS	100	1200×1200	3	3	—	83.58	54.44
CLASS/cl_06_100_02	CLASS	100	1200×1200	3	4	+1	72.72	61.23
CLASS/cl_06_100_03	CLASS	100	1200×1200	3	3	—	82.24	55.16
CLASS/cl_06_100_04	CLASS	100	1200×1200	3	3	—	88.9	49.85
CLASS/cl_06_100_05	CLASS	100	1200×1200	3	4	+1	70.62	64.28
CLASS/cl_06_100_06	CLASS	100	1200×1200	4	4	—	80.55	56.04
CLASS/cl_06_100_07	CLASS	100	1200×1200	3	3	—	85.61	56.34
CLASS/cl_06_100_08	CLASS	100	1200×1200	3	4	+1	73.02	60.61
CLASS/cl_06_100_09	CLASS	100	1200×1200	3	3	—	92.26	61.11
CLASS/cl_06_100_10	CLASS	100	1200×1200	4	4	—	81.26	54.99
CLASS/cl_07_020_01	CLASS	20	1000×1000	5	5	—	87.73	7.79
CLASS/cl_07_020_02	CLASS	20	1000×1000	5	5	—	75.99	3.66
CLASS/cl_07_020_03	CLASS	20	1000×1000	5	5	—	78.54	6.2
CLASS/cl_07_020_04	CLASS	20	1000×1000	7	7	—	72.92	5.26
CLASS/cl_07_020_05	CLASS	20	1000×1000	6	6	—	77	7.84
CLASS/cl_07_020_06	CLASS	20	1000×1000	5	6	+1	73.23	6.6
CLASS/cl_07_020_07	CLASS	20	1000×1000	4	4	—	81.86	3.75
CLASS/cl_07_020_08	CLASS	20	1000×1000	6	7	+1	66.57	9.16
CLASS/cl_07_020_09	CLASS	20	1000×1000	6	7	+1	68.72	7.64
CLASS/cl_07_020_10	CLASS	20	1000×1000	4	5	+1	68.43	7.2
CLASS/cl_07_040_01	CLASS	40	1000×1000	10	10	—	83.54	13.77
CLASS/cl_07_040_02	CLASS	40	1000×1000	12	13	+1	79.35	14.81
CLASS/cl_07_040_03	CLASS	40	1000×1000	9	10	+1	83.21	13.36
CLASS/cl_07_040_04	CLASS	40	1000×1000	14	15	+1	74.56	18.16
CLASS/cl_07_040_05	CLASS	40	1000×1000	9	10	+1	78.66	9.9
CLASS/cl_07_040_06	CLASS	40	1000×1000	11	12	+1	79.65	15.17
CLASS/cl_07_040_07	CLASS	40	1000×1000	11	12	+1	75.75	11.83
CLASS/cl_07_040_08	CLASS	40	1000×1000	11	12	+1	79.6	13.38
CLASS/cl_07_040_09	CLASS	40	1000×1000	8	9	+1	77.22	16.11
CLASS/cl_07_040_10	CLASS	40	1000×1000	13	13	—	78.49	10.89
CLASS/cl_07_060_01	CLASS	60	1000×1000	17	18	+1	81.52	28.03
CLASS/cl_07_060_02	CLASS	60	1000×1000	14	15	+1	82.51	28.49
CLASS/cl_07_060_03	CLASS	60	1000×1000	17	17	—	82.76	22.36
CLASS/cl_07_060_04	CLASS	60	1000×1000	14	16	+2	80.09	27.99
CLASS/cl_07_060_05	CLASS	60	1000×1000	14	15	+1	80.79	23.84
CLASS/cl_07_060_06	CLASS	60	1000×1000	15	15	—	80.85	23.28
CLASS/cl_07_060_07	CLASS	60	1000×1000	15	15	—	82.92	27
CLASS/cl_07_060_08	CLASS	60	1000×1000	17	18	+1	80.73	23.38
CLASS/cl_07_060_09	CLASS	60	1000×1000	14	15	+1	84.79	27.94
CLASS/cl_07_060_10	CLASS	60	1000×1000	18	20	+2	81.02	31.32
CLASS/cl_07_080_01	CLASS	80	1000×1000	20	22	+2	81.57	43.69
CLASS/cl_07_080_02	CLASS	80	1000×1000	25	26	+1	80.46	43.57
CLASS/cl_07_080_03	CLASS	80	1000×1000	20	21	+1	84.4	35.56
CLASS/cl_07_080_04	CLASS	80	1000×1000	21	22	+1	83.78	34.56
CLASS/cl_07_080_05	CLASS	80	1000×1000	23	24	+1	81.9	34.93
CLASS/cl_07_080_06	CLASS	80	1000×1000	22	23	+1	83.33	34.68
CLASS/cl_07_080_07	CLASS	80	1000×1000	24	25	+1	82.54	38.77
CLASS/cl_07_080_08	CLASS	80	1000×1000	22	23	+1	82.15	36.97
CLASS/cl_07_080_09	CLASS	80	1000×1000	23	24	+1	82.26	38.67
CLASS/cl_07_080_10	CLASS	80	1000×1000	24	24	—	84.85	39.13
CLASS/cl_07_100_01	CLASS	100	1000×1000	27	28	+1	84.27	52.97
CLASS/cl_07_100_02	CLASS	100	1000×1000	27	28	+1	82.92	54.16
CLASS/cl_07_100_03	CLASS	100	1000×1000	24	25	+1	83.07	51.77
CLASS/cl_07_100_04	CLASS	100	1000×1000	26	27	+1	83.53	50.6
CLASS/cl_07_100_05	CLASS	100	1000×1000	25	25	—	86.17	48.53
CLASS/cl_07_100_06	CLASS	100	1000×1000	28	31	+3	79.93	58.5
CLASS/cl_07_100_07	CLASS	100	1000×1000	27	28	+1	81.47	57.67
CLASS/cl_07_100_08	CLASS	100	1000×1000	28	29	+1	84.01	55.69
CLASS/cl_07_100_09	CLASS	100	1000×1000	25	26	+1	86.89	63.7
CLASS/cl_07_100_10	CLASS	100	1000×1000	31	33	+2	82.45	61.11
CLASS/cl_08_020_01	CLASS	20	1000×1000	6	6	—	80.61	8.51
CLASS/cl_08_020_02	CLASS	20	1000×1000	6	7	+1	66.29	6.81
CLASS/cl_08_020_03	CLASS	20	1000×1000	5	6	+1	73.5	7.5
CLASS/cl_08_020_04	CLASS	20	1000×1000	7	7	—	71.13	7.35
CLASS/cl_08_020_05	CLASS	20	1000×1000	6	6	—	69.53	8.66
CLASS/cl_08_020_06	CLASS	20	1000×1000	6	6	—	78.84	7.97
CLASS/cl_08_020_07	CLASS	20	1000×1000	4	5	+1	67.71	6.87
CLASS/cl_08_020_08	CLASS	20	1000×1000	5	5	—	83.84	5.25
CLASS/cl_08_020_09	CLASS	20	1000×1000	6	7	+1	70.45	8.27
CLASS/cl_08_020_10	CLASS	20	1000×1000	4	4	—	77.66	8.3
CLASS/cl_08_040_01	CLASS	40	1000×1000	11	12	+1	79.38	14.83
CLASS/cl_08_040_02	CLASS	40	1000×1000	13	14	+1	76.04	18.96
CLASS/cl_08_040_03	CLASS	40	1000×1000	11	11	—	81.13	14.95
CLASS/cl_08_040_04	CLASS	40	1000×1000	12	12	—	83.12	16.06
CLASS/cl_08_040_05	CLASS	40	1000×1000	9	9	—	80.68	16.5
CLASS/cl_08_040_06	CLASS	40	1000×1000	12	12	—	79	15.37
CLASS/cl_08_040_07	CLASS	40	1000×1000	11	12	+1	73.85	16.07
CLASS/cl_08_040_08	CLASS	40	1000×1000	11	11	—	83.46	15
CLASS/cl_08_040_09	CLASS	40	1000×1000	9	10	+1	77.08	15.3
CLASS/cl_08_040_10	CLASS	40	1000×1000	13	14	+1	75.26	18.42
CLASS/cl_08_060_01	CLASS	60	1000×1000	17	18	+1	81	32.23
CLASS/cl_08_060_02	CLASS	60	1000×1000	17	17	—	84.45	28.61
CLASS/cl_08_060_03	CLASS	60	1000×1000	16	17	+1	82.62	26.81
CLASS/cl_08_060_04	CLASS	60	1000×1000	15	16	+1	77.84	27.9
CLASS/cl_08_060_05	CLASS	60	1000×1000	14	15	+1	81.26	26.44
CLASS/cl_08_060_06	CLASS	60	1000×1000	15	15	—	86.15	27.32
CLASS/cl_08_060_07	CLASS	60	1000×1000	14	14	—	86.76	26.72
CLASS/cl_08_060_08	CLASS	60	1000×1000	17	18	+1	81.66	32.44
CLASS/cl_08_060_09	CLASS	60	1000×1000	16	17	+1	80.4	30.63
CLASS/cl_08_060_10	CLASS	60	1000×1000	18	18	—	83.25	32
CLASS/cl_08_080_01	CLASS	80	1000×1000	22	22	—	83.42	45.7
CLASS/cl_08_080_02	CLASS	80	1000×1000	24	24	—	80.74	47.18
CLASS/cl_08_080_03	CLASS	80	1000×1000	20	21	+1	82.45	42.52
CLASS/cl_08_080_04	CLASS	80	1000×1000	19	21	+2	81.81	43.36
CLASS/cl_08_080_05	CLASS	80	1000×1000	26	26	—	84.23	46.89
CLASS/cl_08_080_06	CLASS	80	1000×1000	22	22	—	85.07	44.25
CLASS/cl_08_080_07	CLASS	80	1000×1000	22	22	—	86.13	44.35
CLASS/cl_08_080_08	CLASS	80	1000×1000	22	23	+1	84.44	50.84
CLASS/cl_08_080_09	CLASS	80	1000×1000	21	22	+1	85.62	41.15
CLASS/cl_08_080_10	CLASS	80	1000×1000	24	25	+1	83.31	42.96
CLASS/cl_08_100_01	CLASS	100	1000×1000	26	27	+1	84.05	61.98
CLASS/cl_08_100_02	CLASS	100	1000×1000	27	28	+1	81.59	64.62
CLASS/cl_08_100_03	CLASS	100	1000×1000	24	25	+1	82.53	65.46
CLASS/cl_08_100_04	CLASS	100	1000×1000	30	31	+1	82.11	77
CLASS/cl_08_100_05	CLASS	100	1000×1000	29	30	+1	80.26	72
CLASS/cl_08_100_06	CLASS	100	1000×1000	26	27	+1	83.7	61.2
CLASS/cl_08_100_07	CLASS	100	1000×1000	25	27	+2	83.64	63.52
CLASS/cl_08_100_08	CLASS	100	1000×1000	28	29	+1	84.53	65.39
CLASS/cl_08_100_09	CLASS	100	1000×1000	26	27	+1	86.79	66.66
CLASS/cl_08_100_10	CLASS	100	1000×1000	32	33	+1	82.91	71.35
CLASS/cl_09_020_01	CLASS	20	1000×1000	19	19	—	58.57	11.46
CLASS/cl_09_020_02	CLASS	20	1000×1000	13	13	—	58.37	10.66
CLASS/cl_09_020_03	CLASS	20	1000×1000	14	14	—	65.55	8.91
CLASS/cl_09_020_04	CLASS	20	1000×1000	16	16	—	54.69	10.48
CLASS/cl_09_020_05	CLASS	20	1000×1000	16	16	—	61.61	10.92
CLASS/cl_09_020_06	CLASS	20	1000×1000	14	14	—	69.81	9.88
CLASS/cl_09_020_07	CLASS	20	1000×1000	9	9	—	72.2	8.38
CLASS/cl_09_020_08	CLASS	20	1000×1000	14	14	—	60.09	9.74
CLASS/cl_09_020_09	CLASS	20	1000×1000	15	15	—	67.74	10.76
CLASS/cl_09_020_10	CLASS	20	1000×1000	13	13	—	59.5	10.95
CLASS/cl_09_040_01	CLASS	40	1000×1000	24	25	+1	64.75	19.44
CLASS/cl_09_040_02	CLASS	40	1000×1000	32	32	—	57.89	29.47
CLASS/cl_09_040_03	CLASS	40	1000×1000	28	29	+1	63.84	24.82
CLASS/cl_09_040_04	CLASS	40	1000×1000	31	31	—	60.33	25.76
CLASS/cl_09_040_05	CLASS	40	1000×1000	27	27	—	61.57	24.37
CLASS/cl_09_040_06	CLASS	40	1000×1000	29	29	—	63.35	17.64
CLASS/cl_09_040_07	CLASS	40	1000×1000	24	24	—	65.69	21.58
CLASS/cl_09_040_08	CLASS	40	1000×1000	26	26	—	69.07	17.19
CLASS/cl_09_040_09	CLASS	40	1000×1000	21	21	—	70.96	22.35
CLASS/cl_09_040_10	CLASS	40	1000×1000	33	34	+1	59.14	32.63
CLASS/cl_09_060_01	CLASS	60	1000×1000	46	46	—	63.67	43.61
CLASS/cl_09_060_02	CLASS	60	1000×1000	44	45	+1	65.07	46.72
CLASS/cl_09_060_03	CLASS	60	1000×1000	46	46	—	64.46	43.93
CLASS/cl_09_060_04	CLASS	60	1000×1000	44	44	—	59.58	44.51
CLASS/cl_09_060_05	CLASS	60	1000×1000	41	41	—	60.19	42.97
CLASS/cl_09_060_06	CLASS	60	1000×1000	37	37	—	65.29	44.45
CLASS/cl_09_060_07	CLASS	60	1000×1000	40	41	+1	60.34	48.76
CLASS/cl_09_060_08	CLASS	60	1000×1000	47	47	—	59.45	49.26
CLASS/cl_09_060_09	CLASS	60	1000×1000	45	45	—	59.92	39.83
CLASS/cl_09_060_10	CLASS	60	1000×1000	45	45	—	64.2	45.75
CLASS/cl_09_080_01	CLASS	80	1000×1000	58	59	+1	59.48	77.34
CLASS/cl_09_080_02	CLASS	80	1000×1000	58	58	—	62.11	72.18
CLASS/cl_09_080_03	CLASS	80	1000×1000	57	57	—	61.57	71.55
CLASS/cl_09_080_04	CLASS	80	1000×1000	52	53	+1	67.13	73.83
CLASS/cl_09_080_05	CLASS	80	1000×1000	61	62	+1	62.34	79.93
CLASS/cl_09_080_06	CLASS	80	1000×1000	62	62	—	60.14	83.74
CLASS/cl_09_080_07	CLASS	80	1000×1000	59	59	—	65.24	70.87
CLASS/cl_09_080_08	CLASS	80	1000×1000	58	58	—	63.59	78.4
CLASS/cl_09_080_09	CLASS	80	1000×1000	49	49	—	67.69	59.96
CLASS/cl_09_080_10	CLASS	80	1000×1000	60	60	—	64.93	74.4
CLASS/cl_09_100_01	CLASS	100	1000×1000	71	71	—	63.9	91.46
CLASS/cl_09_100_02	CLASS	100	1000×1000	64	64	—	67.27	98.02
CLASS/cl_09_100_03	CLASS	100	1000×1000	68	68	—	61.54	102.93
CLASS/cl_09_100_04	CLASS	100	1000×1000	78	78	—	60.91	120.71
CLASS/cl_09_100_05	CLASS	100	1000×1000	65	65	—	63.49	109.07
CLASS/cl_09_100_06	CLASS	100	1000×1000	71	71	—	64.71	109.05
CLASS/cl_09_100_07	CLASS	100	1000×1000	66	66	—	62.98	101.4
CLASS/cl_09_100_08	CLASS	100	1000×1000	73	74	+1	63.02	115.94
CLASS/cl_09_100_09	CLASS	100	1000×1000	65	66	+1	65.86	100.46
CLASS/cl_09_100_10	CLASS	100	1000×1000	72	72	—	67.51	109.42
CLASS/cl_10_020_01	CLASS	20	1000×1000	6	6	—	83.47	9.89
CLASS/cl_10_020_02	CLASS	20	1000×1000	3	3	—	78.6	4.28
CLASS/cl_10_020_03	CLASS	20	1000×1000	4	5	+1	70.92	10.31
CLASS/cl_10_020_04	CLASS	20	1000×1000	4	5	+1	67.89	8.62
CLASS/cl_10_020_05	CLASS	20	1000×1000	4	4	—	78.85	7.6
CLASS/cl_10_020_06	CLASS	20	1000×1000	4	4	—	75.84	6.8
CLASS/cl_10_020_07	CLASS	20	1000×1000	5	5	—	78.6	4.2
CLASS/cl_10_020_08	CLASS	20	1000×1000	3	3	—	64.71	8.85
CLASS/cl_10_020_09	CLASS	20	1000×1000	5	6	+1	73.25	9.33
CLASS/cl_10_020_10	CLASS	20	1000×1000	2	3	+1	65.49	9.02
CLASS/cl_10_040_01	CLASS	40	1000×1000	8	8	—	87.85	15.75
CLASS/cl_10_040_02	CLASS	40	1000×1000	7	8	+1	82.57	14.18
CLASS/cl_10_040_03	CLASS	40	1000×1000	9	10	+1	79.64	16.61
CLASS/cl_10_040_04	CLASS	40	1000×1000	6	7	+1	78.38	17.59
CLASS/cl_10_040_05	CLASS	40	1000×1000	6	6	—	84.32	13.16
CLASS/cl_10_040_06	CLASS	40	1000×1000	5	6	+1	82.7	14.17
CLASS/cl_10_040_07	CLASS	40	1000×1000	7	8	+1	76.04	17.95
CLASS/cl_10_040_08	CLASS	40	1000×1000	7	7	—	87.14	10.7
CLASS/cl_10_040_09	CLASS	40	1000×1000	8	8	—	84.53	18.19
CLASS/cl_10_040_10	CLASS	40	1000×1000	9	9	—	79.6	18.33
CLASS/cl_10_060_01	CLASS	60	1000×1000	11	12	+1	85.99	30.52
CLASS/cl_10_060_02	CLASS	60	1000×1000	12	13	+1	83.82	29.27
CLASS/cl_10_060_03	CLASS	60	1000×1000	11	12	+1	85.49	25.28
CLASS/cl_10_060_04	CLASS	60	1000×1000	7	8	+1	86.76	24.84
CLASS/cl_10_060_05	CLASS	60	1000×1000	8	8	—	90.13	22.14
CLASS/cl_10_060_06	CLASS	60	1000×1000	12	13	+1	85.68	27.98
CLASS/cl_10_060_07	CLASS	60	1000×1000	10	10	—	89.75	29.54
CLASS/cl_10_060_08	CLASS	60	1000×1000	10	11	+1	81.44	29.55
CLASS/cl_10_060_09	CLASS	60	1000×1000	8	9	+1	87.9	25.45
CLASS/cl_10_060_10	CLASS	60	1000×1000	8	9	+1	81.19	25.33
CLASS/cl_10_080_01	CLASS	80	1000×1000	12	13	+1	90.3	39.3
CLASS/cl_10_080_02	CLASS	80	1000×1000	10	11	+1	88.91	35.87
CLASS/cl_10_080_03	CLASS	80	1000×1000	11	12	+1	84.2	41.33
CLASS/cl_10_080_04	CLASS	80	1000×1000	13	15	+2	86.27	37.41
CLASS/cl_10_080_05	CLASS	80	1000×1000	14	14	—	90.87	37.17
CLASS/cl_10_080_06	CLASS	80	1000×1000	13	14	+1	87.22	40.01
CLASS/cl_10_080_07	CLASS	80	1000×1000	14	15	+1	89.02	45.91
CLASS/cl_10_080_08	CLASS	80	1000×1000	10	11	+1	85.22	41.17
CLASS/cl_10_080_09	CLASS	80	1000×1000	12	13	+1	89.07	36.55
CLASS/cl_10_080_10	CLASS	80	1000×1000	14	15	+1	89.11	40.25
CLASS/cl_10_100_01	CLASS	100	1000×1000	14	15	+1	90.66	61.45
CLASS/cl_10_100_02	CLASS	100	1000×1000	15	16	+1	91.26	55.11
CLASS/cl_10_100_03	CLASS	100	1000×1000	15	17	+2	87.86	56.94
CLASS/cl_10_100_04	CLASS	100	1000×1000	17	18	+1	89.97	50.35
CLASS/cl_10_100_05	CLASS	100	1000×1000	17	18	+1	91.59	61.01
CLASS/cl_10_100_06	CLASS	100	1000×1000	13	14	+1	86.85	52.41
CLASS/cl_10_100_07	CLASS	100	1000×1000	13	15	+2	85.69	54.31
CLASS/cl_10_100_08	CLASS	100	1000×1000	18	19	+1	89.74	57.19
CLASS/cl_10_100_09	CLASS	100	1000×1000	16	17	+1	88.62	58.97
CLASS/cl_10_100_10	CLASS	100	1000×1000	15	16	+1	88.13	55.63
BENG/BENG01	BENG	20	2500×1000	4	4	—	74.1	7.22
BENG/BENG02	BENG	40	2500×1000	6	7	+1	81.14	14.97
BENG/BENG03	BENG	60	2500×1000	9	9	—	92.89	19.8
BENG/BENG04	BENG	80	2500×1000	11	11	—	97.2	27.61
BENG/BENG05	BENG	100	2500×1000	14	14	—	95.14	31.92
BENG/BENG06	BENG	40	1600×1000	2	2	—	71	17.68
BENG/BENG07	BENG	80	1600×1000	3	3	—	89.1	27.01
BENG/BENG08	BENG	120	1600×1000	5	5	—	80.54	67.09
BENG/BENG09	BENG	160	1600×1000	6	6	—	83.47	44.74
BENG/BENG10	BENG	200	1600×1000	7	7	—	88.81	49.61
A/A1	A	24	2750×1220	3	3	—	74.02	12.31
A/A10	A	44	2550×2100	2	2	—	92.21	23.32
A/A11	A	724	2550×2100	44	50	+6	86.66	364.37
A/A12	A	44	2550×2100	14	14	—	77.58	22.07
A/A13	A	304	2550×2100	12	15	+3	79.09	119.5
A/A14	A	809	2550×2100	65	70	+5	90.12	592.97
A/A15	A	339	2550×2100	38	41	+3	85.42	144.33
A/A16	A	744	2550×2100	81	85	+4	91.69	431.93
A/A17	A	135	2550×2100	5	5	—	89.15	30.45
A/A18	A	559	2550×2100	62	69	+7	85.59	372.53
A/A19	A	507	2550×2100	53	57	+4	89.35	284.11
A/A2	A	38	2750×1220	36	36	—	62.18	28.26
A/A20	A	215	2550×2100	25	26	+1	86.21	67.3
A/A21	A	450	2550×2100	26	29	+3	87.34	185.34
A/A22	A	24	2550×2100	3	3	—	64.45	8.37
A/A23	A	248	2550×2100	12	14	+2	84.29	80.48
A/A24	A	217	2550×2100	33	36	+3	85.83	84.8
A/A25	A	156	2550×2100	17	18	+1	88.59	50.33
A/A26	A	61	2550×2100	7	8	+1	79.85	24.72
A/A27	A	180	2550×2100	19	20	+1	89.78	60.96
A/A28	A	106	2550×2100	11	12	+1	82.55	61.31
A/A29	A	218	2550×2100	26	29	+3	87.22	84.68
A/A3	A	17	2750×1220	8	8	—	60.61	7.17
A/A30	A	39	2550×2100	4	4	—	82.15	11.3
A/A31	A	64	2550×2100	8	8	—	84.99	32.83
A/A32	A	184	2550×2100	26	28	+2	86.53	69.6
A/A33	A	309	2550×2100	34	36	+2	90.68	136.84
A/A34	A	46	2550×2100	5	6	+1	76.56	20.99
A/A35	A	144	2550×2100	16	17	+1	88.89	97.49
A/A36	A	52	2550×2100	9	9	—	72.11	24.89
A/A37	A	78	2550×2100	5	5	—	82.8	40.59
A/A38	A	160	2550×2100	21	24	+3	84.04	41.63
A/A39	A	22	2550×2100	3	4	+1	68.3	10.45
A/A4	A	16	2750×1220	3	3	—	72.59	6.88
A/A40	A	163	2750×1220	15	17	+2	84.31	43.33
A/A41	A	71	2750×1220	16	18	+2	78.39	36.73
A/A42	A	13	2750×1220	7	8	+1	55.17	6.32
A/A43	A	22	2750×1220	6	7	+1	67.69	7.58
A/A5	A	138	2470×2080	12	13	+1	85.81	90.09
A/A6	A	17	2750×1220	2	2	—	58.96	6.69
A/A7	A	58	2750×1220	13	14	+1	67.06	31.67
A/A8	A	16	2750×1220	2	2	—	35.92	5.97
A/A9	A	770	2550×2100	57	62	+5	88.29	474.53
CLASS-R/rcl_01_020_01	CLASS-R	20	1000×1000	7	7	—	79.86	3.27
CLASS-R/rcl_01_020_02	CLASS-R	20	1000×1000	7	7	—	88.14	3.62
CLASS-R/rcl_01_020_03	CLASS-R	20	1000×1000	7	7	—	78.71	6.77
CLASS-R/rcl_01_020_04	CLASS-R	20	1000×1000	7	8	+1	80.13	6.26
CLASS-R/rcl_01_020_05	CLASS-R	20	1000×1000	7	7	—	80.86	3.9
CLASS-R/rcl_01_020_06	CLASS-R	20	1000×1000	7	7	—	71	8.07
CLASS-R/rcl_01_020_07	CLASS-R	20	1000×1000	7	7	—	80.14	6.12
CLASS-R/rcl_01_020_08	CLASS-R	20	1000×1000	6	7	+1	69.14	7.51
CLASS-R/rcl_01_020_09	CLASS-R	20	1000×1000	6	6	—	85.83	5.88
CLASS-R/rcl_01_020_10	CLASS-R	20	1000×1000	10	10	—	69.4	8.4
CLASS-R/rcl_01_040_01	CLASS-R	40	1000×1000	16	16	—	87.25	16.18
CLASS-R/rcl_01_040_02	CLASS-R	40	1000×1000	13	13	—	92.23	14.43
CLASS-R/rcl_01_040_03	CLASS-R	40	1000×1000	14	15	+1	86.53	14.65
CLASS-R/rcl_01_040_04	CLASS-R	40	1000×1000	11	11	—	94.82	13.09
CLASS-R/rcl_01_040_05	CLASS-R	40	1000×1000	16	16	—	84	14.31
CLASS-R/rcl_01_040_06	CLASS-R	40	1000×1000	14	14	—	83.14	14.72
CLASS-R/rcl_01_040_07	CLASS-R	40	1000×1000	16	16	—	85.06	15.92
CLASS-R/rcl_01_040_08	CLASS-R	40	1000×1000	13	13	—	91.15	9.17
CLASS-R/rcl_01_040_09	CLASS-R	40	1000×1000	12	12	—	85.5	14.9
CLASS-R/rcl_01_040_10	CLASS-R	40	1000×1000	10	10	—	90.4	10.7
CLASS-R/rcl_01_060_01	CLASS-R	60	1000×1000	23	23	—	83.3	20.96
CLASS-R/rcl_01_060_02	CLASS-R	60	1000×1000	19	20	+1	88.75	20.59
CLASS-R/rcl_01_060_03	CLASS-R	60	1000×1000	17	18	+1	88.67	25.12
CLASS-R/rcl_01_060_04	CLASS-R	60	1000×1000	19	20	+1	88.85	24.1
CLASS-R/rcl_01_060_05	CLASS-R	60	1000×1000	21	22	+1	90.59	24.2
CLASS-R/rcl_01_060_06	CLASS-R	60	1000×1000	19	19	—	91.47	22.3
CLASS-R/rcl_01_060_07	CLASS-R	60	1000×1000	18	18	—	94.44	22.09
CLASS-R/rcl_01_060_08	CLASS-R	60	1000×1000	21	21	—	88.62	25.73
CLASS-R/rcl_01_060_09	CLASS-R	60	1000×1000	20	20	—	93.55	22.06
CLASS-R/rcl_01_060_10	CLASS-R	60	1000×1000	18	19	+1	90.89	25
CLASS-R/rcl_01_080_01	CLASS-R	80	1000×1000	27	28	+1	91.39	34.92
CLASS-R/rcl_01_080_02	CLASS-R	80	1000×1000	28	28	—	93.07	39.4
CLASS-R/rcl_01_080_03	CLASS-R	80	1000×1000	29	29	—	91.93	33.96
CLASS-R/rcl_01_080_04	CLASS-R	80	1000×1000	23	24	+1	94.46	28.13
CLASS-R/rcl_01_080_05	CLASS-R	80	1000×1000	28	29	+1	89.97	36.92
CLASS-R/rcl_01_080_06	CLASS-R	80	1000×1000	24	24	—	94.92	34.06
CLASS-R/rcl_01_080_07	CLASS-R	80	1000×1000	24	25	+1	91.04	36.82
CLASS-R/rcl_01_080_08	CLASS-R	80	1000×1000	28	28	—	93.64	33.12
CLASS-R/rcl_01_080_09	CLASS-R	80	1000×1000	22	23	+1	95.61	34.77
CLASS-R/rcl_01_080_10	CLASS-R	80	1000×1000	32	32	—	86.09	43.45
CLASS-R/rcl_01_100_01	CLASS-R	100	1000×1000	33	34	+1	91.79	54.39
CLASS-R/rcl_01_100_02	CLASS-R	100	1000×1000	35	35	—	89.6	51.58
CLASS-R/rcl_01_100_03	CLASS-R	100	1000×1000	29	29	—	93.97	42.75
CLASS-R/rcl_01_100_04	CLASS-R	100	1000×1000	37	37	—	90.3	51.16
CLASS-R/rcl_01_100_05	CLASS-R	100	1000×1000	32	32	—	95.5	44.43
CLASS-R/rcl_01_100_06	CLASS-R	100	1000×1000	32	32	—	93.31	51.71
CLASS-R/rcl_01_100_07	CLASS-R	100	1000×1000	38	38	—	86.61	50.43
CLASS-R/rcl_01_100_08	CLASS-R	100	1000×1000	40	40	—	85.22	69.04
CLASS-R/rcl_01_100_09	CLASS-R	100	1000×1000	30	31	+1	94.52	48.25
CLASS-R/rcl_01_100_10	CLASS-R	100	1000×1000	33	33	—	89.97	54.76
CLASS-R/rcl_02_020_01	CLASS-R	20	1020×1020	1	1	—	64.89	8.38
CLASS-R/rcl_02_020_02	CLASS-R	20	1020×1020	1	1	—	71.44	6.88
CLASS-R/rcl_02_020_03	CLASS-R	20	1020×1020	1	1	—	53.78	11.22
CLASS-R/rcl_02_020_04	CLASS-R	20	1020×1020	1	1	—	55	8.29
CLASS-R/rcl_02_020_05	CLASS-R	20	1020×1020	1	1	—	55.22	9.61
CLASS-R/rcl_02_020_06	CLASS-R	20	1020×1020	1	1	—	59.22	8.07
CLASS-R/rcl_02_020_07	CLASS-R	20	1020×1020	1	1	—	82.11	6.9
CLASS-R/rcl_02_020_08	CLASS-R	20	1020×1020	1	1	—	55.33	8.85
CLASS-R/rcl_02_020_09	CLASS-R	20	1020×1020	1	1	—	77.67	4.74
CLASS-R/rcl_02_020_10	CLASS-R	20	1020×1020	1	1	—	72.78	7.44
CLASS-R/rcl_02_040_01	CLASS-R	40	1020×1020	2	2	—	71.89	17.02
CLASS-R/rcl_02_040_02	CLASS-R	40	1020×1020	2	2	—	60.94	19.14
CLASS-R/rcl_02_040_03	CLASS-R	40	1020×1020	2	2	—	66.83	15.21
CLASS-R/rcl_02_040_04	CLASS-R	40	1020×1020	2	2	—	70.44	17.16
CLASS-R/rcl_02_040_05	CLASS-R	40	1020×1020	2	2	—	73.44	13.79
CLASS-R/rcl_02_040_06	CLASS-R	40	1020×1020	2	2	—	73.33	14.66
CLASS-R/rcl_02_040_07	CLASS-R	40	1020×1020	2	2	—	74.39	14.6
CLASS-R/rcl_02_040_08	CLASS-R	40	1020×1020	2	2	—	62.22	18.52
CLASS-R/rcl_02_040_09	CLASS-R	40	1020×1020	2	2	—	63.28	16.38
CLASS-R/rcl_02_040_10	CLASS-R	40	1020×1020	2	2	—	65	17.16
CLASS-R/rcl_02_060_01	CLASS-R	60	1020×1020	3	3	—	68.26	26.32
CLASS-R/rcl_02_060_02	CLASS-R	60	1020×1020	3	3	—	77.59	23.1
CLASS-R/rcl_02_060_03	CLASS-R	60	1020×1020	3	3	—	76.7	25.5
CLASS-R/rcl_02_060_04	CLASS-R	60	1020×1020	3	3	—	69.3	27.31
CLASS-R/rcl_02_060_05	CLASS-R	60	1020×1020	2	2	—	94.39	27.53
CLASS-R/rcl_02_060_06	CLASS-R	60	1020×1020	3	3	—	69.26	29.64
CLASS-R/rcl_02_060_07	CLASS-R	60	1020×1020	3	3	—	75.19	26.76
CLASS-R/rcl_02_060_08	CLASS-R	60	1020×1020	2	2	—	89.72	19.74
CLASS-R/rcl_02_060_09	CLASS-R	60	1020×1020	3	3	—	67.19	29.37
CLASS-R/rcl_02_060_10	CLASS-R	60	1020×1020	3	3	—	77.78	22.39
CLASS-R/rcl_02_080_01	CLASS-R	80	1020×1020	3	3	—	86	26.81
CLASS-R/rcl_02_080_02	CLASS-R	80	1020×1020	4	4	—	76.31	38.44
CLASS-R/rcl_02_080_03	CLASS-R	80	1020×1020	3	3	—	78.19	28.26
CLASS-R/rcl_02_080_04	CLASS-R	80	1020×1020	4	4	—	79.03	35.31
CLASS-R/rcl_02_080_05	CLASS-R	80	1020×1020	3	3	—	95.19	37.08
CLASS-R/rcl_02_080_06	CLASS-R	80	1020×1020	3	3	—	90.81	27.03
CLASS-R/rcl_02_080_07	CLASS-R	80	1020×1020	3	3	—	85.11	27.1
CLASS-R/rcl_02_080_08	CLASS-R	80	1020×1020	3	3	—	96.81	28.06
CLASS-R/rcl_02_080_09	CLASS-R	80	1020×1020	3	3	—	95	34.97
CLASS-R/rcl_02_080_10	CLASS-R	80	1020×1020	3	4	+1	74.89	35
CLASS-R/rcl_02_100_01	CLASS-R	100	1020×1020	4	4	—	81.94	39.68
CLASS-R/rcl_02_100_02	CLASS-R	100	1020×1020	4	4	—	80.64	34.3
CLASS-R/rcl_02_100_03	CLASS-R	100	1020×1020	5	5	—	85.6	34.79
CLASS-R/rcl_02_100_04	CLASS-R	100	1020×1020	4	4	—	78.56	44.61
CLASS-R/rcl_02_100_05	CLASS-R	100	1020×1020	5	5	—	80.31	51.71
CLASS-R/rcl_02_100_06	CLASS-R	100	1020×1020	4	4	—	79.19	45.82
CLASS-R/rcl_02_100_07	CLASS-R	100	1020×1020	4	4	—	88.75	35.2
CLASS-R/rcl_02_100_08	CLASS-R	100	1020×1020	3	3	—	96.33	42.57
CLASS-R/rcl_02_100_09	CLASS-R	100	1020×1020	4	4	—	83.72	39.44
CLASS-R/rcl_02_100_10	CLASS-R	100	1020×1020	4	4	—	86.17	35.15
CLASS-R/rcl_03_020_01	CLASS-R	20	1000×1000	8	8	—	64.97	8.99
CLASS-R/rcl_03_020_02	CLASS-R	20	1000×1000	6	6	—	69.77	4.46
CLASS-R/rcl_03_020_03	CLASS-R	20	1000×1000	4	5	+1	63.65	6.14
CLASS-R/rcl_03_020_04	CLASS-R	20	1000×1000	4	4	—	79.47	4.81
CLASS-R/rcl_03_020_05	CLASS-R	20	1000×1000	8	8	—	68.3	9.16
CLASS-R/rcl_03_020_06	CLASS-R	20	1000×1000	6	6	—	79.19	7.85
CLASS-R/rcl_03_020_07	CLASS-R	20	1000×1000	6	6	—	78.29	7.76
CLASS-R/rcl_03_020_08	CLASS-R	20	1000×1000	6	6	—	61.79	8
CLASS-R/rcl_03_020_09	CLASS-R	20	1000×1000	6	6	—	70.28	6.82
CLASS-R/rcl_03_020_10	CLASS-R	20	1000×1000	6	6	—	72.46	6.49
CLASS-R/rcl_03_040_01	CLASS-R	40	1000×1000	7	8	+1	77.16	14.02
CLASS-R/rcl_03_040_02	CLASS-R	40	1000×1000	8	9	+1	77.56	16.89
CLASS-R/rcl_03_040_03	CLASS-R	40	1000×1000	11	11	—	70.98	13.25
CLASS-R/rcl_03_040_04	CLASS-R	40	1000×1000	11	12	+1	76.86	16.77
CLASS-R/rcl_03_040_05	CLASS-R	40	1000×1000	13	14	+1	74.15	15.64
CLASS-R/rcl_03_040_06	CLASS-R	40	1000×1000	11	11	—	83.61	17.04
CLASS-R/rcl_03_040_07	CLASS-R	40	1000×1000	11	12	+1	78.7	12.62
CLASS-R/rcl_03_040_08	CLASS-R	40	1000×1000	9	9	—	79.33	15.82
CLASS-R/rcl_03_040_09	CLASS-R	40	1000×1000	7	8	+1	84.51	9.85
CLASS-R/rcl_03_040_10	CLASS-R	40	1000×1000	10	11	+1	74.55	14.88
CLASS-R/rcl_03_060_01	CLASS-R	60	1000×1000	12	13	+1	83.92	24.99
CLASS-R/rcl_03_060_02	CLASS-R	60	1000×1000	16	17	+1	79.96	25.42
CLASS-R/rcl_03_060_03	CLASS-R	60	1000×1000	12	13	+1	83.97	27.53
CLASS-R/rcl_03_060_04	CLASS-R	60	1000×1000	19	19	—	76.8	26.09
CLASS-R/rcl_03_060_05	CLASS-R	60	1000×1000	14	15	+1	79.28	25.82
CLASS-R/rcl_03_060_06	CLASS-R	60	1000×1000	14	14	—	83.34	23.73
CLASS-R/rcl_03_060_07	CLASS-R	60	1000×1000	14	15	+1	79.37	27.11
CLASS-R/rcl_03_060_08	CLASS-R	60	1000×1000	15	16	+1	77.75	25.13
CLASS-R/rcl_03_060_09	CLASS-R	60	1000×1000	13	14	+1	82.56	21.63
CLASS-R/rcl_03_060_10	CLASS-R	60	1000×1000	14	15	+1	81.99	24.99
CLASS-R/rcl_03_080_01	CLASS-R	80	1000×1000	23	23	—	75.25	40.75
CLASS-R/rcl_03_080_02	CLASS-R	80	1000×1000	21	22	+1	76.22	39.6
CLASS-R/rcl_03_080_03	CLASS-R	80	1000×1000	21	22	+1	81.46	39.87
CLASS-R/rcl_03_080_04	CLASS-R	80	1000×1000	23	24	+1	79.73	43.88
CLASS-R/rcl_03_080_05	CLASS-R	80	1000×1000	21	21	—	87.36	35.38
CLASS-R/rcl_03_080_06	CLASS-R	80	1000×1000	17	19	+2	85.5	46.14
CLASS-R/rcl_03_080_07	CLASS-R	80	1000×1000	19	19	—	84.85	42.24
CLASS-R/rcl_03_080_08	CLASS-R	80	1000×1000	16	16	—	84.88	33.61
CLASS-R/rcl_03_080_09	CLASS-R	80	1000×1000	19	20	+1	83.05	37.52
CLASS-R/rcl_03_080_10	CLASS-R	80	1000×1000	19	20	+1	86.71	34.12
CLASS-R/rcl_03_100_01	CLASS-R	100	1000×1000	23	23	—	85.1	46.62
CLASS-R/rcl_03_100_02	CLASS-R	100	1000×1000	22	23	+1	86.33	46.54
CLASS-R/rcl_03_100_03	CLASS-R	100	1000×1000	30	31	+1	79.85	61.1
CLASS-R/rcl_03_100_04	CLASS-R	100	1000×1000	22	23	+1	89.49	57.27
CLASS-R/rcl_03_100_05	CLASS-R	100	1000×1000	23	24	+1	85.5	50.7
CLASS-R/rcl_03_100_06	CLASS-R	100	1000×1000	21	24	+3	83	52.87
CLASS-R/rcl_03_100_07	CLASS-R	100	1000×1000	22	24	+2	86.23	52.4
CLASS-R/rcl_03_100_08	CLASS-R	100	1000×1000	22	24	+2	83.91	48.85
CLASS-R/rcl_03_100_09	CLASS-R	100	1000×1000	23	24	+1	86.9	58.32
CLASS-R/rcl_03_100_10	CLASS-R	100	1000×1000	18	20	+2	86.99	47.61
CLASS-R/rcl_04_020_01	CLASS-R	20	1000×1000	1	1	—	67.01	7.97
CLASS-R/rcl_04_020_02	CLASS-R	20	1000×1000	1	1	—	60.14	7.42
CLASS-R/rcl_04_020_03	CLASS-R	20	1000×1000	1	1	—	67.11	7.72
CLASS-R/rcl_04_020_04	CLASS-R	20	1000×1000	1	1	—	57.74	8.55
CLASS-R/rcl_04_020_05	CLASS-R	20	1000×1000	1	2	+1	43.84	10.98
CLASS-R/rcl_04_020_06	CLASS-R	20	1000×1000	1	1	—	42.75	9.7
CLASS-R/rcl_04_020_07	CLASS-R	20	1000×1000	1	1	—	47.78	9.66
CLASS-R/rcl_04_020_08	CLASS-R	20	1000×1000	1	1	—	69.64	7.83
CLASS-R/rcl_04_020_09	CLASS-R	20	1000×1000	1	1	—	67.49	7.38
CLASS-R/rcl_04_020_10	CLASS-R	20	1000×1000	1	1	—	71.1	7.13
CLASS-R/rcl_04_040_01	CLASS-R	40	1000×1000	2	2	—	79.32	14.3
CLASS-R/rcl_04_040_02	CLASS-R	40	1000×1000	2	2	—	63.68	19.16
CLASS-R/rcl_04_040_03	CLASS-R	40	1000×1000	2	2	—	62.73	20.16
CLASS-R/rcl_04_040_04	CLASS-R	40	1000×1000	2	2	—	57.52	18.86
CLASS-R/rcl_04_040_05	CLASS-R	40	1000×1000	2	2	—	73.39	15.99
CLASS-R/rcl_04_040_06	CLASS-R	40	1000×1000	2	2	—	60.87	20.53
CLASS-R/rcl_04_040_07	CLASS-R	40	1000×1000	2	2	—	57.55	22.6
CLASS-R/rcl_04_040_08	CLASS-R	40	1000×1000	2	2	—	71	14.22
CLASS-R/rcl_04_040_09	CLASS-R	40	1000×1000	2	2	—	50.53	23.8
CLASS-R/rcl_04_040_10	CLASS-R	40	1000×1000	2	2	—	72.31	18.6
CLASS-R/rcl_04_060_01	CLASS-R	60	1000×1000	2	2	—	90.66	31.76
CLASS-R/rcl_04_060_02	CLASS-R	60	1000×1000	3	3	—	67.39	34.42
CLASS-R/rcl_04_060_03	CLASS-R	60	1000×1000	2	3	+1	61.68	35.48
CLASS-R/rcl_04_060_04	CLASS-R	60	1000×1000	3	3	—	67.61	29.28
CLASS-R/rcl_04_060_05	CLASS-R	60	1000×1000	2	3	+1	63.62	37.6
CLASS-R/rcl_04_060_06	CLASS-R	60	1000×1000	3	3	—	70.01	31.32
CLASS-R/rcl_04_060_07	CLASS-R	60	1000×1000	2	2	—	89.83	31.68
CLASS-R/rcl_04_060_08	CLASS-R	60	1000×1000	3	3	—	76.21	29.69
CLASS-R/rcl_04_060_09	CLASS-R	60	1000×1000	3	3	—	69.69	28.87
CLASS-R/rcl_04_060_10	CLASS-R	60	1000×1000	2	2	—	88.49	33.19
CLASS-R/rcl_04_080_01	CLASS-R	80	1000×1000	3	3	—	86.85	28.66
CLASS-R/rcl_04_080_02	CLASS-R	80	1000×1000	3	3	—	92.49	38.31
CLASS-R/rcl_04_080_03	CLASS-R	80	1000×1000	3	3	—	77.37	36.87
CLASS-R/rcl_04_080_04	CLASS-R	80	1000×1000	3	3	—	86.56	33.61
CLASS-R/rcl_04_080_05	CLASS-R	80	1000×1000	3	3	—	92.54	38.74
CLASS-R/rcl_04_080_06	CLASS-R	80	1000×1000	3	3	—	77.9	37.81
CLASS-R/rcl_04_080_07	CLASS-R	80	1000×1000	3	3	—	75.46	40.93
CLASS-R/rcl_04_080_08	CLASS-R	80	1000×1000	3	3	—	90.18	42.49
CLASS-R/rcl_04_080_09	CLASS-R	80	1000×1000	3	3	—	74.3	37.05
CLASS-R/rcl_04_080_10	CLASS-R	80	1000×1000	4	4	—	75.05	40.4
CLASS-R/rcl_04_100_01	CLASS-R	100	1000×1000	4	4	—	85.3	45.58
CLASS-R/rcl_04_100_02	CLASS-R	100	1000×1000	4	4	—	83.3	47.88
CLASS-R/rcl_04_100_03	CLASS-R	100	1000×1000	4	4	—	90.62	54.97
CLASS-R/rcl_04_100_04	CLASS-R	100	1000×1000	4	4	—	83.77	47.24
CLASS-R/rcl_04_100_05	CLASS-R	100	1000×1000	4	4	—	81.93	46.21
CLASS-R/rcl_04_100_06	CLASS-R	100	1000×1000	4	4	—	79.29	46.51
CLASS-R/rcl_04_100_07	CLASS-R	100	1000×1000	4	4	—	84.1	44.72
CLASS-R/rcl_04_100_08	CLASS-R	100	1000×1000	4	4	—	80.95	46.98
CLASS-R/rcl_04_100_09	CLASS-R	100	1000×1000	4	4	—	94.26	41.6
CLASS-R/rcl_04_100_10	CLASS-R	100	1000×1000	4	4	—	81.66	48.15
CLASS-R/rcl_05_020_01	CLASS-R	20	1000×1000	8	8	—	65.92	8.36
CLASS-R/rcl_05_020_02	CLASS-R	20	1000×1000	7	8	+1	69.77	7.92
CLASS-R/rcl_05_020_03	CLASS-R	20	1000×1000	7	7	—	66.65	5.46
CLASS-R/rcl_05_020_04	CLASS-R	20	1000×1000	8	8	—	80.06	6.38
CLASS-R/rcl_05_020_05	CLASS-R	20	1000×1000	7	7	—	78.01	7.25
CLASS-R/rcl_05_020_06	CLASS-R	20	1000×1000	10	10	—	72.83	7.75
CLASS-R/rcl_05_020_07	CLASS-R	20	1000×1000	6	6	—	72.78	6.48
CLASS-R/rcl_05_020_08	CLASS-R	20	1000×1000	7	8	+1	72.89	4.61
CLASS-R/rcl_05_020_09	CLASS-R	20	1000×1000	6	6	—	78.71	8.23
CLASS-R/rcl_05_020_10	CLASS-R	20	1000×1000	6	6	—	77.7	6.78
CLASS-R/rcl_05_040_01	CLASS-R	40	1000×1000	11	12	+1	80.35	12.93
CLASS-R/rcl_05_040_02	CLASS-R	40	1000×1000	11	11	—	80.58	17.9
CLASS-R/rcl_05_040_03	CLASS-R	40	1000×1000	11	12	+1	75.5	14.61
CLASS-R/rcl_05_040_04	CLASS-R	40	1000×1000	15	15	—	81.78	16.44
CLASS-R/rcl_05_040_05	CLASS-R	40	1000×1000	10	11	+1	79.42	13.87
CLASS-R/rcl_05_040_06	CLASS-R	40	1000×1000	12	13	+1	68.65	21.32
CLASS-R/rcl_05_040_07	CLASS-R	40	1000×1000	12	13	+1	80.57	16.22
CLASS-R/rcl_05_040_08	CLASS-R	40	1000×1000	12	13	+1	76.06	19.57
CLASS-R/rcl_05_040_09	CLASS-R	40	1000×1000	12	12	—	81.32	13.72
CLASS-R/rcl_05_040_10	CLASS-R	40	1000×1000	11	11	—	81.18	12.21
CLASS-R/rcl_05_060_01	CLASS-R	60	1000×1000	17	18	+1	86.07	26.56
CLASS-R/rcl_05_060_02	CLASS-R	60	1000×1000	13	14	+1	85.47	22.31
CLASS-R/rcl_05_060_03	CLASS-R	60	1000×1000	21	22	+1	79.29	29.85
CLASS-R/rcl_05_060_04	CLASS-R	60	1000×1000	17	19	+2	79.25	31.01
CLASS-R/rcl_05_060_05	CLASS-R	60	1000×1000	13	15	+2	82.5	28.44
CLASS-R/rcl_05_060_06	CLASS-R	60	1000×1000	18	19	+1	81.84	29.58
CLASS-R/rcl_05_060_07	CLASS-R	60	1000×1000	19	20	+1	84.97	33.26
CLASS-R/rcl_05_060_08	CLASS-R	60	1000×1000	18	20	+2	80.2	24.75
CLASS-R/rcl_05_060_09	CLASS-R	60	1000×1000	21	23	+2	73.46	32.21
CLASS-R/rcl_05_060_10	CLASS-R	60	1000×1000	18	18	—	82.42	29.91
CLASS-R/rcl_05_080_01	CLASS-R	80	1000×1000	24	25	+1	77.2	43.73
CLASS-R/rcl_05_080_02	CLASS-R	80	1000×1000	21	22	+1	83.31	45.91
CLASS-R/rcl_05_080_03	CLASS-R	80	1000×1000	27	27	—	81.48	41.52
CLASS-R/rcl_05_080_04	CLASS-R	80	1000×1000	24	26	+2	80.72	46.57
CLASS-R/rcl_05_080_05	CLASS-R	80	1000×1000	27	28	+1	81.91	51.57
CLASS-R/rcl_05_080_06	CLASS-R	80	1000×1000	18	19	+1	89.36	50.1
CLASS-R/rcl_05_080_07	CLASS-R	80	1000×1000	19	22	+3	83.23	41.14
CLASS-R/rcl_05_080_08	CLASS-R	80	1000×1000	18	19	+1	82.42	43.48
CLASS-R/rcl_05_080_09	CLASS-R	80	1000×1000	21	21	—	89.58	41.21
CLASS-R/rcl_05_080_10	CLASS-R	80	1000×1000	29	29	—	83.69	62.14
CLASS-R/rcl_05_100_01	CLASS-R	100	1000×1000	38	39	+1	79.2	68.74
CLASS-R/rcl_05_100_02	CLASS-R	100	1000×1000	27	30	+3	86.34	64.18
CLASS-R/rcl_05_100_03	CLASS-R	100	1000×1000	24	26	+2	86.46	59.72
CLASS-R/rcl_05_100_04	CLASS-R	100	1000×1000	24	27	+3	83.97	62.95
CLASS-R/rcl_05_100_05	CLASS-R	100	1000×1000	30	33	+3	84.5	66.98
CLASS-R/rcl_05_100_06	CLASS-R	100	1000×1000	37	38	+1	79.34	64.81
CLASS-R/rcl_05_100_07	CLASS-R	100	1000×1000	31	33	+2	83.91	72.84
CLASS-R/rcl_05_100_08	CLASS-R	100	1000×1000	24	26	+2	87.37	56.8
CLASS-R/rcl_05_100_09	CLASS-R	100	1000×1000	29	30	+1	88.37	66.81
CLASS-R/rcl_05_100_10	CLASS-R	100	1000×1000	28	30	+2	84.47	58.08
CLASS-R/rcl_06_020_01	CLASS-R	20	1200×1200	1	1	—	57.43	7.43
CLASS-R/rcl_06_020_02	CLASS-R	20	1200×1200	1	1	—	57.48	9.76
CLASS-R/rcl_06_020_03	CLASS-R	20	1200×1200	1	1	—	56.36	8.6
CLASS-R/rcl_06_020_04	CLASS-R	20	1200×1200	1	1	—	81.74	7.25
CLASS-R/rcl_06_020_05	CLASS-R	20	1200×1200	1	1	—	57.58	9.69
CLASS-R/rcl_06_020_06	CLASS-R	20	1200×1200	1	1	—	50.63	9.65
CLASS-R/rcl_06_020_07	CLASS-R	20	1200×1200	1	1	—	74.96	6.85
CLASS-R/rcl_06_020_08	CLASS-R	20	1200×1200	1	1	—	40.94	10.18
CLASS-R/rcl_06_020_09	CLASS-R	20	1200×1200	1	1	—	53.08	10.17
CLASS-R/rcl_06_020_10	CLASS-R	20	1200×1200	1	1	—	65.58	7.11
CLASS-R/rcl_06_040_01	CLASS-R	40	1200×1200	2	2	—	63.81	20.55
CLASS-R/rcl_06_040_02	CLASS-R	40	1200×1200	2	2	—	64.23	25.45
CLASS-R/rcl_06_040_03	CLASS-R	40	1200×1200	2	2	—	63.83	21.51
CLASS-R/rcl_06_040_04	CLASS-R	40	1200×1200	2	2	—	63.14	20.62
CLASS-R/rcl_06_040_05	CLASS-R	40	1200×1200	2	2	—	61.73	20.98
CLASS-R/rcl_06_040_06	CLASS-R	40	1200×1200	2	2	—	54.45	26.28
CLASS-R/rcl_06_040_07	CLASS-R	40	1200×1200	2	2	—	57.82	21.07
CLASS-R/rcl_06_040_08	CLASS-R	40	1200×1200	2	2	—	62.85	19.06
CLASS-R/rcl_06_040_09	CLASS-R	40	1200×1200	2	2	—	65.03	18.95
CLASS-R/rcl_06_040_10	CLASS-R	40	1200×1200	1	1	—	80.94	21.62
CLASS-R/rcl_06_060_01	CLASS-R	60	1200×1200	2	2	—	81.65	25.93
CLASS-R/rcl_06_060_02	CLASS-R	60	1200×1200	2	3	+1	62.73	34.14
CLASS-R/rcl_06_060_03	CLASS-R	60	1200×1200	3	3	—	69.88	35.79
CLASS-R/rcl_06_060_04	CLASS-R	60	1200×1200	2	2	—	80.03	31.96
CLASS-R/rcl_06_060_05	CLASS-R	60	1200×1200	3	3	—	68.97	34.23
CLASS-R/rcl_06_060_06	CLASS-R	60	1200×1200	2	2	—	72	50.81
CLASS-R/rcl_06_060_07	CLASS-R	60	1200×1200	2	2	—	75.9	29.93
CLASS-R/rcl_06_060_08	CLASS-R	60	1200×1200	3	3	—	69.45	31.59
CLASS-R/rcl_06_060_09	CLASS-R	60	1200×1200	2	2	—	64.4	33.45
CLASS-R/rcl_06_060_10	CLASS-R	60	1200×1200	2	2	—	84.05	25.63
CLASS-R/rcl_06_080_01	CLASS-R	80	1200×1200	3	3	—	80.68	41.31
CLASS-R/rcl_06_080_02	CLASS-R	80	1200×1200	3	3	—	82.9	40.21
CLASS-R/rcl_06_080_03	CLASS-R	80	1200×1200	3	3	—	81	41.05
CLASS-R/rcl_06_080_04	CLASS-R	80	1200×1200	3	3	—	82.92	43.31
CLASS-R/rcl_06_080_05	CLASS-R	80	1200×1200	2	2	—	72.81	41.79
CLASS-R/rcl_06_080_06	CLASS-R	80	1200×1200	3	3	—	76.32	41.32
CLASS-R/rcl_06_080_07	CLASS-R	80	1200×1200	2	3	+1	65.81	51.43
CLASS-R/rcl_06_080_08	CLASS-R	80	1200×1200	3	3	—	80.68	42.56
CLASS-R/rcl_06_080_09	CLASS-R	80	1200×1200	3	3	—	70.56	47.65
CLASS-R/rcl_06_080_10	CLASS-R	80	1200×1200	3	3	—	82.22	40.05
CLASS-R/rcl_06_100_01	CLASS-R	100	1200×1200	3	3	—	91.08	61.98
CLASS-R/rcl_06_100_02	CLASS-R	100	1200×1200	3	3	—	77.08	56.5
CLASS-R/rcl_06_100_03	CLASS-R	100	1200×1200	3	3	—	80.77	57.26
CLASS-R/rcl_06_100_04	CLASS-R	100	1200×1200	4	4	—	78.79	56.16
CLASS-R/rcl_06_100_05	CLASS-R	100	1200×1200	3	3	—	81.93	53.71
CLASS-R/rcl_06_100_06	CLASS-R	100	1200×1200	3	3	—	88.28	41.92
CLASS-R/rcl_06_100_07	CLASS-R	100	1200×1200	4	4	—	78.69	56.22
CLASS-R/rcl_06_100_08	CLASS-R	100	1200×1200	3	3	—	77.9	54.52
CLASS-R/rcl_06_100_09	CLASS-R	100	1200×1200	4	4	—	84.69	54.77
CLASS-R/rcl_06_100_10	CLASS-R	100	1200×1200	3	3	—	91.03	58.92
CLASS-R/rcl_07_020_01	CLASS-R	20	1000×1000	7	7	—	79.81	5.19
CLASS-R/rcl_07_020_02	CLASS-R	20	1000×1000	6	6	—	84.77	4.42
CLASS-R/rcl_07_020_03	CLASS-R	20	1000×1000	7	8	+1	65.66	8.88
CLASS-R/rcl_07_020_04	CLASS-R	20	1000×1000	6	7	+1	70.75	8.03
CLASS-R/rcl_07_020_05	CLASS-R	20	1000×1000	5	6	+1	67.88	6.95
CLASS-R/rcl_07_020_06	CLASS-R	20	1000×1000	6	6	—	76.86	6.07
CLASS-R/rcl_07_020_07	CLASS-R	20	1000×1000	5	6	+1	76.17	5.84
CLASS-R/rcl_07_020_08	CLASS-R	20	1000×1000	5	6	+1	69.97	8.09
CLASS-R/rcl_07_020_09	CLASS-R	20	1000×1000	7	7	—	77.7	5.65
CLASS-R/rcl_07_020_10	CLASS-R	20	1000×1000	6	7	+1	72.36	5.87
CLASS-R/rcl_07_040_01	CLASS-R	40	1000×1000	11	12	+1	81.44	19.28
CLASS-R/rcl_07_040_02	CLASS-R	40	1000×1000	9	10	+1	80.23	11.25
CLASS-R/rcl_07_040_03	CLASS-R	40	1000×1000	9	10	+1	82.23	14.36
CLASS-R/rcl_07_040_04	CLASS-R	40	1000×1000	10	10	—	86.42	17.98
CLASS-R/rcl_07_040_05	CLASS-R	40	1000×1000	10	11	+1	77.99	11.83
CLASS-R/rcl_07_040_06	CLASS-R	40	1000×1000	12	12	—	82.42	15.54
CLASS-R/rcl_07_040_07	CLASS-R	40	1000×1000	12	12	—	75.98	15.61
CLASS-R/rcl_07_040_08	CLASS-R	40	1000×1000	10	10	—	83.63	17.41
CLASS-R/rcl_07_040_09	CLASS-R	40	1000×1000	12	12	—	77.26	12.91
CLASS-R/rcl_07_040_10	CLASS-R	40	1000×1000	12	12	—	80.72	12.63
CLASS-R/rcl_07_060_01	CLASS-R	60	1000×1000	16	17	+1	80.01	24.69
CLASS-R/rcl_07_060_02	CLASS-R	60	1000×1000	13	14	+1	83.35	28.5
CLASS-R/rcl_07_060_03	CLASS-R	60	1000×1000	21	21	—	81.99	25.78
CLASS-R/rcl_07_060_04	CLASS-R	60	1000×1000	18	18	—	82.25	23.53
CLASS-R/rcl_07_060_05	CLASS-R	60	1000×1000	17	17	—	78.91	21.88
CLASS-R/rcl_07_060_06	CLASS-R	60	1000×1000	17	17	—	81.63	24.71
CLASS-R/rcl_07_060_07	CLASS-R	60	1000×1000	17	17	—	82.24	25.08
CLASS-R/rcl_07_060_08	CLASS-R	60	1000×1000	18	18	—	80.34	21.54
CLASS-R/rcl_07_060_09	CLASS-R	60	1000×1000	16	17	+1	80.63	24.4
CLASS-R/rcl_07_060_10	CLASS-R	60	1000×1000	14	15	+1	83.77	30.42
CLASS-R/rcl_07_080_01	CLASS-R	80	1000×1000	21	21	—	81.85	40.44
CLASS-R/rcl_07_080_02	CLASS-R	80	1000×1000	23	23	—	84.94	36.41
CLASS-R/rcl_07_080_03	CLASS-R	80	1000×1000	22	23	+1	83.15	42.41
CLASS-R/rcl_07_080_04	CLASS-R	80	1000×1000	19	19	—	85.37	35.23
CLASS-R/rcl_07_080_05	CLASS-R	80	1000×1000	21	22	+1	86.11	36.99
CLASS-R/rcl_07_080_06	CLASS-R	80	1000×1000	22	23	+1	84.57	35.8
CLASS-R/rcl_07_080_07	CLASS-R	80	1000×1000	25	27	+2	81.25	40.19
CLASS-R/rcl_07_080_08	CLASS-R	80	1000×1000	21	22	+1	82.51	43.88
CLASS-R/rcl_07_080_09	CLASS-R	80	1000×1000	20	21	+1	87.62	40.9
CLASS-R/rcl_07_080_10	CLASS-R	80	1000×1000	21	22	+1	89.16	42.2
CLASS-R/rcl_07_100_01	CLASS-R	100	1000×1000	26	27	+1	84.33	61.22
CLASS-R/rcl_07_100_02	CLASS-R	100	1000×1000	23	25	+2	85.4	54.73
CLASS-R/rcl_07_100_03	CLASS-R	100	1000×1000	28	29	+1	82.45	56.49
CLASS-R/rcl_07_100_04	CLASS-R	100	1000×1000	28	30	+2	83.33	61.9
CLASS-R/rcl_07_100_05	CLASS-R	100	1000×1000	24	25	+1	83.56	50.59
CLASS-R/rcl_07_100_06	CLASS-R	100	1000×1000	26	26	—	84.22	56.06
CLASS-R/rcl_07_100_07	CLASS-R	100	1000×1000	26	27	+1	84.54	54.76
CLASS-R/rcl_07_100_08	CLASS-R	100	1000×1000	30	30	—	89.35	59.14
CLASS-R/rcl_07_100_09	CLASS-R	100	1000×1000	28	28	—	81.75	53.54
CLASS-R/rcl_07_100_10	CLASS-R	100	1000×1000	26	27	+1	86.16	51.13
CLASS-R/rcl_08_020_01	CLASS-R	20	1000×1000	5	5	—	77.1	6.83
CLASS-R/rcl_08_020_02	CLASS-R	20	1000×1000	6	6	—	65.75	6.36
CLASS-R/rcl_08_020_03	CLASS-R	20	1000×1000	7	7	—	73.66	5.91
CLASS-R/rcl_08_020_04	CLASS-R	20	1000×1000	7	8	+1	75.23	7.15
CLASS-R/rcl_08_020_05	CLASS-R	20	1000×1000	8	8	—	77.87	6.38
CLASS-R/rcl_08_020_06	CLASS-R	20	1000×1000	6	6	—	75.4	8.36
CLASS-R/rcl_08_020_07	CLASS-R	20	1000×1000	9	9	—	76.31	8.34
CLASS-R/rcl_08_020_08	CLASS-R	20	1000×1000	7	7	—	78.83	7.35
CLASS-R/rcl_08_020_09	CLASS-R	20	1000×1000	5	6	+1	75.82	6.43
CLASS-R/rcl_08_020_10	CLASS-R	20	1000×1000	4	4	—	81.77	7.55
CLASS-R/rcl_08_040_01	CLASS-R	40	1000×1000	10	11	+1	77.92	16.49
CLASS-R/rcl_08_040_02	CLASS-R	40	1000×1000	12	12	—	80	17.89
CLASS-R/rcl_08_040_03	CLASS-R	40	1000×1000	11	11	—	82.67	20.78
CLASS-R/rcl_08_040_04	CLASS-R	40	1000×1000	10	11	+1	74.86	20.41
CLASS-R/rcl_08_040_05	CLASS-R	40	1000×1000	10	11	+1	80.71	16.11
CLASS-R/rcl_08_040_06	CLASS-R	40	1000×1000	11	12	+1	76.83	13.87
CLASS-R/rcl_08_040_07	CLASS-R	40	1000×1000	11	12	+1	80.94	17.78
CLASS-R/rcl_08_040_08	CLASS-R	40	1000×1000	12	13	+1	74.38	21.26
CLASS-R/rcl_08_040_09	CLASS-R	40	1000×1000	10	10	—	85.45	19.99
CLASS-R/rcl_08_040_10	CLASS-R	40	1000×1000	10	11	+1	84.16	16.32
CLASS-R/rcl_08_060_01	CLASS-R	60	1000×1000	17	18	+1	83.44	32.92
CLASS-R/rcl_08_060_02	CLASS-R	60	1000×1000	17	17	—	81.58	31.85
CLASS-R/rcl_08_060_03	CLASS-R	60	1000×1000	17	17	—	84.08	32.89
CLASS-R/rcl_08_060_04	CLASS-R	60	1000×1000	17	17	—	82.05	30.65
CLASS-R/rcl_08_060_05	CLASS-R	60	1000×1000	17	18	+1	81.36	26.92
CLASS-R/rcl_08_060_06	CLASS-R	60	1000×1000	14	15	+1	79.81	30.02
CLASS-R/rcl_08_060_07	CLASS-R	60	1000×1000	18	18	—	81.46	33.99
CLASS-R/rcl_08_060_08	CLASS-R	60	1000×1000	17	18	+1	81.81	29.3
CLASS-R/rcl_08_060_09	CLASS-R	60	1000×1000	15	15	—	86.63	29.68
CLASS-R/rcl_08_060_10	CLASS-R	60	1000×1000	20	20	—	83.1	31.15
CLASS-R/rcl_08_080_01	CLASS-R	80	1000×1000	26	27	+1	81.87	47.71
CLASS-R/rcl_08_080_02	CLASS-R	80	1000×1000	19	20	+1	82.71	45.63
CLASS-R/rcl_08_080_03	CLASS-R	80	1000×1000	24	24	—	85.09	42.09
CLASS-R/rcl_08_080_04	CLASS-R	80	1000×1000	19	20	+1	81.66	41.22
CLASS-R/rcl_08_080_05	CLASS-R	80	1000×1000	22	23	+1	82.7	47.16
CLASS-R/rcl_08_080_06	CLASS-R	80	1000×1000	21	22	+1	83.25	43.03
CLASS-R/rcl_08_080_07	CLASS-R	80	1000×1000	19	19	—	85.7	53.18
CLASS-R/rcl_08_080_08	CLASS-R	80	1000×1000	22	23	+1	83.65	48.02
CLASS-R/rcl_08_080_09	CLASS-R	80	1000×1000	25	26	+1	80.05	46.58
CLASS-R/rcl_08_080_10	CLASS-R	80	1000×1000	21	21	—	84.08	47.44
CLASS-R/rcl_08_100_01	CLASS-R	100	1000×1000	26	27	+1	83.04	73.54
CLASS-R/rcl_08_100_02	CLASS-R	100	1000×1000	27	29	+2	83.13	64.94
CLASS-R/rcl_08_100_03	CLASS-R	100	1000×1000	27	27	—	88.67	63.44
CLASS-R/rcl_08_100_04	CLASS-R	100	1000×1000	29	30	+1	82.08	71.6
CLASS-R/rcl_08_100_05	CLASS-R	100	1000×1000	22	22	—	86.84	65.94
CLASS-R/rcl_08_100_06	CLASS-R	100	1000×1000	28	30	+2	81.23	63.41
CLASS-R/rcl_08_100_07	CLASS-R	100	1000×1000	23	24	+1	82.69	64.03
CLASS-R/rcl_08_100_08	CLASS-R	100	1000×1000	23	24	+1	83.04	60.67
CLASS-R/rcl_08_100_09	CLASS-R	100	1000×1000	26	27	+1	87.52	61.89
CLASS-R/rcl_08_100_10	CLASS-R	100	1000×1000	29	30	+1	82.75	65.08
CLASS-R/rcl_09_020_01	CLASS-R	20	1000×1000	13	13	—	71.03	8.48
CLASS-R/rcl_09_020_02	CLASS-R	20	1000×1000	14	14	—	54.71	10.79
CLASS-R/rcl_09_020_03	CLASS-R	20	1000×1000	15	15	—	65.76	9.01
CLASS-R/rcl_09_020_04	CLASS-R	20	1000×1000	12	12	—	64.81	10.29
CLASS-R/rcl_09_020_05	CLASS-R	20	1000×1000	16	16	—	70.41	8.79
CLASS-R/rcl_09_020_06	CLASS-R	20	1000×1000	12	13	+1	61.84	8.09
CLASS-R/rcl_09_020_07	CLASS-R	20	1000×1000	10	10	—	74.22	9.53
CLASS-R/rcl_09_020_08	CLASS-R	20	1000×1000	15	15	—	60.05	8.35
CLASS-R/rcl_09_020_09	CLASS-R	20	1000×1000	16	16	—	67.09	10.77
CLASS-R/rcl_09_020_10	CLASS-R	20	1000×1000	15	15	—	62.04	9.25
CLASS-R/rcl_09_040_01	CLASS-R	40	1000×1000	29	29	—	67.99	26.61
CLASS-R/rcl_09_040_02	CLASS-R	40	1000×1000	34	35	+1	58.81	26.6
CLASS-R/rcl_09_040_03	CLASS-R	40	1000×1000	24	24	—	73.36	19.28
CLASS-R/rcl_09_040_04	CLASS-R	40	1000×1000	30	30	—	58.16	27.14
CLASS-R/rcl_09_040_05	CLASS-R	40	1000×1000	27	27	—	68.11	26.56
CLASS-R/rcl_09_040_06	CLASS-R	40	1000×1000	31	32	+1	57.66	29.46
CLASS-R/rcl_09_040_07	CLASS-R	40	1000×1000	26	27	+1	66.59	21.61
CLASS-R/rcl_09_040_08	CLASS-R	40	1000×1000	25	26	+1	67.8	20.79
CLASS-R/rcl_09_040_09	CLASS-R	40	1000×1000	21	21	—	67.33	20.24
CLASS-R/rcl_09_040_10	CLASS-R	40	1000×1000	27	27	—	67.58	21.04
CLASS-R/rcl_09_060_01	CLASS-R	60	1000×1000	48	48	—	63.98	51.85
CLASS-R/rcl_09_060_02	CLASS-R	60	1000×1000	47	47	—	60.7	41.33
CLASS-R/rcl_09_060_03	CLASS-R	60	1000×1000	43	43	—	63.46	48.85
CLASS-R/rcl_09_060_04	CLASS-R	60	1000×1000	45	45	—	57.3	46.84
CLASS-R/rcl_09_060_05	CLASS-R	60	1000×1000	42	42	—	66.51	42.76
CLASS-R/rcl_09_060_06	CLASS-R	60	1000×1000	41	41	—	62.88	43.25
CLASS-R/rcl_09_060_07	CLASS-R	60	1000×1000	45	45	—	63.81	35.46
CLASS-R/rcl_09_060_08	CLASS-R	60	1000×1000	36	36	—	62.83	39.24
CLASS-R/rcl_09_060_09	CLASS-R	60	1000×1000	37	37	—	66.06	42.62
CLASS-R/rcl_09_060_10	CLASS-R	60	1000×1000	46	46	—	59.42	51.21
CLASS-R/rcl_09_080_01	CLASS-R	80	1000×1000	56	56	—	64.08	64.06
CLASS-R/rcl_09_080_02	CLASS-R	80	1000×1000	58	58	—	62.37	82.98
CLASS-R/rcl_09_080_03	CLASS-R	80	1000×1000	57	58	+1	65.08	72.67
CLASS-R/rcl_09_080_04	CLASS-R	80	1000×1000	61	61	—	62.89	71.54
CLASS-R/rcl_09_080_05	CLASS-R	80	1000×1000	55	55	—	59.41	69.65
CLASS-R/rcl_09_080_06	CLASS-R	80	1000×1000	52	52	—	65	67.08
CLASS-R/rcl_09_080_07	CLASS-R	80	1000×1000	46	47	+1	66.53	70.81
CLASS-R/rcl_09_080_08	CLASS-R	80	1000×1000	55	56	+1	62.87	67.6
CLASS-R/rcl_09_080_09	CLASS-R	80	1000×1000	51	51	—	65.55	72.84
CLASS-R/rcl_09_080_10	CLASS-R	80	1000×1000	55	55	—	64.55	57.63
CLASS-R/rcl_09_100_01	CLASS-R	100	1000×1000	72	72	—	63.16	103.02
CLASS-R/rcl_09_100_02	CLASS-R	100	1000×1000	62	62	—	65.03	86.7
CLASS-R/rcl_09_100_03	CLASS-R	100	1000×1000	73	73	—	66.51	107.25
CLASS-R/rcl_09_100_04	CLASS-R	100	1000×1000	64	64	—	64.7	96.05
CLASS-R/rcl_09_100_05	CLASS-R	100	1000×1000	69	69	—	60.12	110.26
CLASS-R/rcl_09_100_06	CLASS-R	100	1000×1000	65	65	—	64.55	102.37
CLASS-R/rcl_09_100_07	CLASS-R	100	1000×1000	76	76	—	63.25	94.15
CLASS-R/rcl_09_100_08	CLASS-R	100	1000×1000	68	69	+1	62.24	108.1
CLASS-R/rcl_09_100_09	CLASS-R	100	1000×1000	80	80	—	60.35	123.89
CLASS-R/rcl_09_100_10	CLASS-R	100	1000×1000	76	77	+1	62.55	103.18
CLASS-R/rcl_10_020_01	CLASS-R	20	1000×1000	4	4	—	82.23	6.87
CLASS-R/rcl_10_020_02	CLASS-R	20	1000×1000	3	3	—	77.69	5.49
CLASS-R/rcl_10_020_03	CLASS-R	20	1000×1000	5	6	+1	74.29	8.8
CLASS-R/rcl_10_020_04	CLASS-R	20	1000×1000	4	4	—	86.98	7.03
CLASS-R/rcl_10_020_05	CLASS-R	20	1000×1000	4	4	—	75.26	6.45
CLASS-R/rcl_10_020_06	CLASS-R	20	1000×1000	3	4	+1	65.4	6.77
CLASS-R/rcl_10_020_07	CLASS-R	20	1000×1000	5	6	+1	63.71	9.9
CLASS-R/rcl_10_020_08	CLASS-R	20	1000×1000	3	3	—	89.19	7.43
CLASS-R/rcl_10_020_09	CLASS-R	20	1000×1000	2	2	—	83.38	7.67
CLASS-R/rcl_10_020_10	CLASS-R	20	1000×1000	3	3	—	79.43	6.59
CLASS-R/rcl_10_040_01	CLASS-R	40	1000×1000	6	6	—	88.59	16.7
CLASS-R/rcl_10_040_02	CLASS-R	40	1000×1000	5	6	+1	69.74	17.51
CLASS-R/rcl_10_040_03	CLASS-R	40	1000×1000	5	6	+1	81.77	13.95
CLASS-R/rcl_10_040_04	CLASS-R	40	1000×1000	6	7	+1	79.92	16.76
CLASS-R/rcl_10_040_05	CLASS-R	40	1000×1000	6	6	—	86.58	15.09
CLASS-R/rcl_10_040_06	CLASS-R	40	1000×1000	5	5	—	84.64	19.31
CLASS-R/rcl_10_040_07	CLASS-R	40	1000×1000	7	7	—	86.77	17.17
CLASS-R/rcl_10_040_08	CLASS-R	40	1000×1000	9	10	+1	78.8	16.02
CLASS-R/rcl_10_040_09	CLASS-R	40	1000×1000	7	7	—	85.17	11.25
CLASS-R/rcl_10_040_10	CLASS-R	40	1000×1000	6	7	+1	82.6	16.81
CLASS-R/rcl_10_060_01	CLASS-R	60	1000×1000	10	10	—	89.07	24.99
CLASS-R/rcl_10_060_02	CLASS-R	60	1000×1000	10	11	+1	89.2	25.45
CLASS-R/rcl_10_060_03	CLASS-R	60	1000×1000	9	10	+1	83.86	24.85
CLASS-R/rcl_10_060_04	CLASS-R	60	1000×1000	8	9	+1	82.06	24.38
CLASS-R/rcl_10_060_05	CLASS-R	60	1000×1000	7	8	+1	80.25	26.42
CLASS-R/rcl_10_060_06	CLASS-R	60	1000×1000	11	12	+1	89.18	31.78
CLASS-R/rcl_10_060_07	CLASS-R	60	1000×1000	10	11	+1	84.06	31.21
CLASS-R/rcl_10_060_08	CLASS-R	60	1000×1000	16	16	—	78.76	32.21
CLASS-R/rcl_10_060_09	CLASS-R	60	1000×1000	6	7	+1	83.12	25.15
CLASS-R/rcl_10_060_10	CLASS-R	60	1000×1000	7	8	+1	83.73	24.47
CLASS-R/rcl_10_080_01	CLASS-R	80	1000×1000	9	10	+1	86.97	29.42
CLASS-R/rcl_10_080_02	CLASS-R	80	1000×1000	13	14	+1	89.1	37.24
CLASS-R/rcl_10_080_03	CLASS-R	80	1000×1000	14	15	+1	90.02	42.9
CLASS-R/rcl_10_080_04	CLASS-R	80	1000×1000	12	13	+1	91.08	36.54
CLASS-R/rcl_10_080_05	CLASS-R	80	1000×1000	11	12	+1	85.88	38.98
CLASS-R/rcl_10_080_06	CLASS-R	80	1000×1000	15	16	+1	83.72	36.9
CLASS-R/rcl_10_080_07	CLASS-R	80	1000×1000	12	13	+1	85.48	37.54
CLASS-R/rcl_10_080_08	CLASS-R	80	1000×1000	11	12	+1	85.03	40.2
CLASS-R/rcl_10_080_09	CLASS-R	80	1000×1000	15	16	+1	88.68	39.67
CLASS-R/rcl_10_080_10	CLASS-R	80	1000×1000	11	12	+1	85.54	39
CLASS-R/rcl_10_100_01	CLASS-R	100	1000×1000	20	21	+1	85.89	58.35
CLASS-R/rcl_10_100_02	CLASS-R	100	1000×1000	16	17	+1	90.73	57.87
CLASS-R/rcl_10_100_03	CLASS-R	100	1000×1000	14	15	+1	87.23	54.59
CLASS-R/rcl_10_100_04	CLASS-R	100	1000×1000	14	15	+1	91.48	52.8
CLASS-R/rcl_10_100_05	CLASS-R	100	1000×1000	18	20	+2	85.81	64.95
CLASS-R/rcl_10_100_06	CLASS-R	100	1000×1000	17	19	+2	85.05	60.12
CLASS-R/rcl_10_100_07	CLASS-R	100	1000×1000	16	17	+1	91.29	54.94
CLASS-R/rcl_10_100_08	CLASS-R	100	1000×1000	14	15	+1	86.7	55.61
CLASS-R/rcl_10_100_09	CLASS-R	100	1000×1000	13	14	+1	92.59	49.49
CLASS-R/rcl_10_100_10	CLASS-R	100	1000×1000	14	15	+1	90.92	57.59
PERFECT2D/p_100x100_k2_n8_1	PERFECT2D	16	1000×1000	2	2	—	100	3.8
PERFECT2D/p_100x100_k2_n8_2	PERFECT2D	16	1000×1000	2	3	+1	66.67	4.4
PERFECT2D/p_100x100_k2_n16_1	PERFECT2D	32	1000×1000	2	3	+1	66.67	11.05
PERFECT2D/p_100x100_k2_n16_2	PERFECT2D	32	1000×1000	2	3	+1	66.67	12.75
PERFECT2D/p_100x100_k2_n30_1	PERFECT2D	60	1000×1000	2	3	+1	66.67	26.25
PERFECT2D/p_100x100_k2_n30_2	PERFECT2D	60	1000×1000	2	3	+1	66.67	28.59
PERFECT2D/p_100x100_k3_n8_1	PERFECT2D	24	1000×1000	3	4	+1	75	6.56
PERFECT2D/p_100x100_k3_n8_2	PERFECT2D	24	1000×1000	3	4	+1	75	7.41
PERFECT2D/p_100x100_k3_n16_1	PERFECT2D	48	1000×1000	3	4	+1	75	16.58
PERFECT2D/p_100x100_k3_n16_2	PERFECT2D	48	1000×1000	3	4	+1	75	17.28
PERFECT2D/p_100x100_k3_n30_1	PERFECT2D	90	1000×1000	3	4	+1	75	44.03
PERFECT2D/p_100x100_k3_n30_2	PERFECT2D	90	1000×1000	3	4	+1	75	50.94
PERFECT2D/p_100x100_k5_n8_1	PERFECT2D	40	1000×1000	5	6	+1	83.33	10.77
PERFECT2D/p_100x100_k5_n8_2	PERFECT2D	40	1000×1000	5	6	+1	83.33	11.69
PERFECT2D/p_100x100_k5_n16_1	PERFECT2D	80	1000×1000	5	6	+1	83.33	31.95
PERFECT2D/p_100x100_k5_n16_2	PERFECT2D	80	1000×1000	5	6	+1	83.33	40.47
PERFECT2D/p_100x100_k5_n30_1	PERFECT2D	150	1000×1000	5	6	+1	83.33	81.51
PERFECT2D/p_100x100_k5_n30_2	PERFECT2D	150	1000×1000	5	6	+1	83.33	83.66
PERFECT2D/p_120x80_k2_n8_1	PERFECT2D	16	1560×1040	2	3	+1	66.67	3.61
PERFECT2D/p_120x80_k2_n8_2	PERFECT2D	16	1560×1040	2	3	+1	66.67	4.88
PERFECT2D/p_120x80_k2_n16_1	PERFECT2D	32	1560×1040	2	3	+1	66.67	12.55
PERFECT2D/p_120x80_k2_n16_2	PERFECT2D	32	1560×1040	2	3	+1	66.67	11.31
PERFECT2D/p_120x80_k2_n30_1	PERFECT2D	60	1560×1040	2	3	+1	66.67	28.79
PERFECT2D/p_120x80_k2_n30_2	PERFECT2D	60	1560×1040	2	3	+1	66.67	28.06
PERFECT2D/p_120x80_k3_n8_1	PERFECT2D	24	1560×1040	3	4	+1	75	7.43
PERFECT2D/p_120x80_k3_n8_2	PERFECT2D	24	1560×1040	3	4	+1	75	9.02
PERFECT2D/p_120x80_k3_n16_1	PERFECT2D	48	1560×1040	3	4	+1	75	14.88
PERFECT2D/p_120x80_k3_n16_2	PERFECT2D	48	1560×1040	3	4	+1	75	16.36
PERFECT2D/p_120x80_k3_n30_1	PERFECT2D	90	1560×1040	3	4	+1	75	48.19
PERFECT2D/p_120x80_k3_n30_2	PERFECT2D	90	1560×1040	3	4	+1	75	42.48
PERFECT2D/p_120x80_k5_n8_1	PERFECT2D	40	1560×1040	5	6	+1	83.33	8.61
PERFECT2D/p_120x80_k5_n8_2	PERFECT2D	40	1560×1040	5	6	+1	83.33	11.24
PERFECT2D/p_120x80_k5_n16_1	PERFECT2D	80	1560×1040	5	6	+1	83.33	33.04
PERFECT2D/p_120x80_k5_n16_2	PERFECT2D	80	1560×1040	5	6	+1	83.33	32.04
PERFECT2D/p_120x80_k5_n30_1	PERFECT2D	150	1560×1040	5	6	+1	83.33	88
PERFECT2D/p_120x80_k5_n30_2	PERFECT2D	150	1560×1040	5	6	+1	83.33	86.98
PERFECT2D/p_250x150_k2_n8_1	PERFECT2D	16	1750×1050	2	3	+1	66.67	5.5
PERFECT2D/p_250x150_k2_n8_2	PERFECT2D	16	1750×1050	2	3	+1	66.67	4.99
PERFECT2D/p_250x150_k2_n16_1	PERFECT2D	32	1750×1050	2	3	+1	66.67	12.54
PERFECT2D/p_250x150_k2_n16_2	PERFECT2D	32	1750×1050	2	3	+1	66.67	10.63
PERFECT2D/p_250x150_k2_n30_1	PERFECT2D	60	1750×1050	2	3	+1	66.67	29.92
PERFECT2D/p_250x150_k2_n30_2	PERFECT2D	60	1750×1050	2	3	+1	66.67	30.07
PERFECT2D/p_250x150_k3_n8_1	PERFECT2D	24	1750×1050	3	4	+1	75	6.47
PERFECT2D/p_250x150_k3_n8_2	PERFECT2D	24	1750×1050	3	4	+1	75	6.98
PERFECT2D/p_250x150_k3_n16_1	PERFECT2D	48	1750×1050	3	4	+1	75	20.5
PERFECT2D/p_250x150_k3_n16_2	PERFECT2D	48	1750×1050	3	4	+1	75	19.23
PERFECT2D/p_250x150_k3_n30_1	PERFECT2D	90	1750×1050	3	4	+1	75	43.53
PERFECT2D/p_250x150_k3_n30_2	PERFECT2D	90	1750×1050	3	4	+1	75	49.68
PERFECT2D/p_250x150_k5_n8_1	PERFECT2D	40	1750×1050	5	7	+2	71.43	14.81
PERFECT2D/p_250x150_k5_n8_2	PERFECT2D	40	1750×1050	5	6	+1	83.33	8.86
PERFECT2D/p_250x150_k5_n16_1	PERFECT2D	80	1750×1050	5	6	+1	83.33	33.97
PERFECT2D/p_250x150_k5_n16_2	PERFECT2D	80	1750×1050	5	6	+1	83.33	34.59
PERFECT2D/p_250x150_k5_n30_1	PERFECT2D	150	1750×1050	5	6	+1	83.33	95.87
PERFECT2D/p_250x150_k5_n30_2	PERFECT2D	150	1750×1050	5	6	+1	83.33	90.32
PERFECT2D/p_300x300_k2_n8_1	PERFECT2D	16	1200×1200	2	2	—	100	4.19
PERFECT2D/p_300x300_k2_n8_2	PERFECT2D	16	1200×1200	2	3	+1	66.67	3.41
PERFECT2D/p_300x300_k2_n16_1	PERFECT2D	32	1200×1200	2	3	+1	66.67	11.62
PERFECT2D/p_300x300_k2_n16_2	PERFECT2D	32	1200×1200	2	3	+1	66.67	11.9
PERFECT2D/p_300x300_k2_n30_1	PERFECT2D	60	1200×1200	2	3	+1	66.67	29.61
PERFECT2D/p_300x300_k2_n30_2	PERFECT2D	60	1200×1200	2	3	+1	66.67	31.47
PERFECT2D/p_300x300_k3_n8_1	PERFECT2D	24	1200×1200	3	4	+1	75	6.85
PERFECT2D/p_300x300_k3_n8_2	PERFECT2D	24	1200×1200	3	4	+1	75	6.11
PERFECT2D/p_300x300_k3_n16_1	PERFECT2D	48	1200×1200	3	4	+1	75	18.53
PERFECT2D/p_300x300_k3_n16_2	PERFECT2D	48	1200×1200	3	4	+1	75	18.3
PERFECT2D/p_300x300_k3_n30_1	PERFECT2D	90	1200×1200	3	4	+1	75	46.08
PERFECT2D/p_300x300_k3_n30_2	PERFECT2D	90	1200×1200	3	4	+1	75	49.58
PERFECT2D/p_300x300_k5_n8_1	PERFECT2D	40	1200×1200	5	6	+1	83.33	11.55
PERFECT2D/p_300x300_k5_n8_2	PERFECT2D	40	1200×1200	5	6	+1	83.33	13.62
PERFECT2D/p_300x300_k5_n16_1	PERFECT2D	80	1200×1200	5	6	+1	83.33	31.67
PERFECT2D/p_300x300_k5_n16_2	PERFECT2D	80	1200×1200	5	6	+1	83.33	29.66
PERFECT2D/p_300x300_k5_n30_1	PERFECT2D	150	1200×1200	5	6	+1	83.33	94.05
PERFECT2D/p_300x300_k5_n30_2	PERFECT2D	150	1200×1200	5	6	+1	83.33	96.34
UNIF1D/u120_01	UNIF1D	120	1050	47	47	—	98.75	7.75
UNIF1D/u120_02	UNIF1D	120	1050	48	49	+1	97.65	5.49
UNIF1D/u120_03	UNIF1D	120	1050	48	49	+1	96.75	4.99
UNIF1D/u120_04	UNIF1D	120	1050	52	52	—	98.17	11.44
UNIF1D/u120_05	UNIF1D	120	1050	51	51	—	98.07	4.13
UNIF1D/u120_06	UNIF1D	120	1050	50	52	+2	95.91	4.52
UNIF1D/u120_07	UNIF1D	120	1050	51	52	+1	98.05	4.68
UNIF1D/u120_08	UNIF1D	120	1050	49	50	+1	97.43	4.14
UNIF1D/u120_09	UNIF1D	120	1050	51	52	+1	96.82	4.76
UNIF1D/u120_10	UNIF1D	120	1050	45	45	—	98.43	4.42
UNIF1D/u250_01	UNIF1D	250	1050	99	101	+2	97.9	19.47
UNIF1D/u250_02	UNIF1D	250	1050	102	104	+2	97.53	18.79
UNIF1D/u250_03	UNIF1D	250	1050	95	95	—	99.16	19.77
UNIF1D/u250_04	UNIF1D	250	1050	102	103	+1	98.52	22.85
UNIF1D/u250_05	UNIF1D	250	1050	104	106	+2	98.09	19.32
UNIF1D/u250_06	UNIF1D	250	1050	101	103	+2	97.61	19.05
UNIF1D/u250_07	UNIF1D	250	1050	100	100	—	99.25	16.68
UNIF1D/u250_08	UNIF1D	250	1050	105	106	+1	98.41	18.45
UNIF1D/u250_09	UNIF1D	250	1050	102	103	+1	98.43	21.17
UNIF1D/u250_10	UNIF1D	250	1050	98	100	+2	97.61	18.34
UNIF1D/u500_01	UNIF1D	500	1050	199	200	+1	99.44	79.63
UNIF1D/u500_02	UNIF1D	500	1050	196	196	—	99.94	80.92
UNIF1D/u500_03	UNIF1D	500	1050	204	206	+2	98.63	79.14
UNIF1D/u500_04	UNIF1D	500	1050	196	198	+2	98.95	79.26
UNIF1D/u500_05	UNIF1D	500	1050	199	199	—	99.67	78.27
UNIF1D/u500_06	UNIF1D	500	1050	204	204	—	99.72	79.14
UNIF1D/u500_07	UNIF1D	500	1050	202	205	+3	98.53	78.48
UNIF1D/u500_08	UNIF1D	500	1050	200	202	+2	98.59	79
UNIF1D/u500_09	UNIF1D	500	1050	200	200	—	99.74	74
UNIF1D/u500_10	UNIF1D	500	1050	197	197	—	99.7	76.38
UNIF1D/u1000_01	UNIF1D	1000	1050	403	403	—	99.96	292.33
UNIF1D/u1000_02	UNIF1D	1000	1050	398	399	+1	99.52	309.11
UNIF1D/u1000_03	UNIF1D	1000	1050	401	401	—	99.95	303.68
UNIF1D/u1000_04	UNIF1D	1000	1050	392	393	+1	99.66	280.55
UNIF1D/u1000_05	UNIF1D	1000	1050	399	400	+1	99.73	280.16
UNIF1D/u1000_06	UNIF1D	1000	1050	403	404	+1	99.63	278.34
UNIF1D/u1000_07	UNIF1D	1000	1050	409	410	+1	99.65	295.87
UNIF1D/u1000_08	UNIF1D	1000	1050	398	398	—	99.85	277.36
UNIF1D/u1000_09	UNIF1D	1000	1050	399	399	—	99.98	279.3
UNIF1D/u1000_10	UNIF1D	1000	1050	403	405	+2	99.42	271.44
TRIPLET1D/t60_01	TRIPLET1D	60	1000	20	21	+1	95.24	7.12
TRIPLET1D/t60_02	TRIPLET1D	60	1000	20	21	+1	95.24	0.87
TRIPLET1D/t60_03	TRIPLET1D	60	1000	20	21	+1	95.24	0.89
TRIPLET1D/t60_04	TRIPLET1D	60	1000	20	21	+1	95.24	0.84
TRIPLET1D/t60_05	TRIPLET1D	60	1000	20	21	+1	95.24	1.14
TRIPLET1D/t60_06	TRIPLET1D	60	1000	20	21	+1	95.24	0.92
TRIPLET1D/t60_07	TRIPLET1D	60	1000	20	21	+1	95.24	0.82
TRIPLET1D/t60_08	TRIPLET1D	60	1000	20	21	+1	95.24	0.82
TRIPLET1D/t60_09	TRIPLET1D	60	1000	20	21	+1	95.24	0.82
TRIPLET1D/t60_10	TRIPLET1D	60	1000	20	21	+1	95.24	0.82
TRIPLET1D/t120_01	TRIPLET1D	120	1000	40	41	+1	97.56	2.92
TRIPLET1D/t120_02	TRIPLET1D	120	1000	40	41	+1	97.56	3.01
TRIPLET1D/t120_03	TRIPLET1D	120	1000	40	41	+1	97.56	2.96
TRIPLET1D/t120_04	TRIPLET1D	120	1000	40	41	+1	97.56	3.32
TRIPLET1D/t120_05	TRIPLET1D	120	1000	40	41	+1	97.56	3.23
TRIPLET1D/t120_06	TRIPLET1D	120	1000	40	41	+1	97.56	2.88
TRIPLET1D/t120_07	TRIPLET1D	120	1000	40	41	+1	97.56	3
TRIPLET1D/t120_08	TRIPLET1D	120	1000	40	41	+1	97.56	2.9
TRIPLET1D/t120_09	TRIPLET1D	120	1000	40	41	+1	97.56	3.34
TRIPLET1D/t120_10	TRIPLET1D	120	1000	40	41	+1	97.56	2.91
TRIPLET1D/t249_01	TRIPLET1D	249	1000	83	86	+3	96.51	16.84
TRIPLET1D/t249_02	TRIPLET1D	249	1000	83	84	+1	98.81	11.79
TRIPLET1D/t249_03	TRIPLET1D	249	1000	83	85	+2	97.65	12.07
TRIPLET1D/t249_04	TRIPLET1D	249	1000	83	86	+3	96.51	18.21
TRIPLET1D/t249_05	TRIPLET1D	249	1000	83	85	+2	97.65	12.73
TRIPLET1D/t249_06	TRIPLET1D	249	1000	83	85	+2	97.65	12.29
TRIPLET1D/t249_07	TRIPLET1D	249	1000	83	85	+2	97.65	12.18
TRIPLET1D/t249_08	TRIPLET1D	249	1000	83	85	+2	97.65	12.11
TRIPLET1D/t249_09	TRIPLET1D	249	1000	83	85	+2	97.65	12.01
TRIPLET1D/t249_10	TRIPLET1D	249	1000	83	85	+2	97.65	11.76
TRIPLET1D/t501_01	TRIPLET1D	501	1000	167	171	+4	97.66	53.07
TRIPLET1D/t501_02	TRIPLET1D	501	1000	167	171	+4	97.66	46.74
TRIPLET1D/t501_03	TRIPLET1D	501	1000	167	171	+4	97.66	46.6
TRIPLET1D/t501_04	TRIPLET1D	501	1000	167	171	+4	97.66	51.66
TRIPLET1D/t501_05	TRIPLET1D	501	1000	167	171	+4	97.66	55.78
TRIPLET1D/t501_06	TRIPLET1D	501	1000	167	170	+3	98.24	55.08
TRIPLET1D/t501_07	TRIPLET1D	501	1000	167	171	+4	97.66	52.44
TRIPLET1D/t501_08	TRIPLET1D	501	1000	167	171	+4	97.66	46.9
TRIPLET1D/t501_09	TRIPLET1D	501	1000	167	171	+4	97.66	46.52
TRIPLET1D/t501_10	TRIPLET1D	501	1000	167	171	+4	97.66	54.43
RAND1D/r_50_100_0.1_0.7_1	RAND1D	50	1000	21	22	+1	94.59	3.18
RAND1D/r_50_100_0.1_0.7_2	RAND1D	50	1000	21	21	—	96.57	1.62
RAND1D/r_50_100_0.1_0.7_3	RAND1D	50	1000	20	20	—	97	1.49
RAND1D/r_50_100_0.2_0.8_1	RAND1D	50	1000	28	28	—	90.61	1.49
RAND1D/r_50_100_0.2_0.8_2	RAND1D	50	1000	26	26	—	93	1.39
RAND1D/r_50_100_0.2_0.8_3	RAND1D	50	1000	23	24	+1	94.63	1.4
RAND1D/r_50_150_0.1_0.7_1	RAND1D	50	1050	20	20	—	95.83	1.53
RAND1D/r_50_150_0.1_0.7_2	RAND1D	50	1050	20	20	—	95.63	1.39
RAND1D/r_50_150_0.1_0.7_3	RAND1D	50	1050	22	23	+1	94.7	1.5
RAND1D/r_50_150_0.2_0.8_1	RAND1D	50	1050	31	31	—	80.69	1.63
RAND1D/r_50_150_0.2_0.8_2	RAND1D	50	1050	30	30	—	85.18	5.51
RAND1D/r_50_150_0.2_0.8_3	RAND1D	50	1050	25	25	—	95.76	1.23
RAND1D/r_50_1000_0.1_0.7_1	RAND1D	50	1000	21	22	+1	93.1	0.68
RAND1D/r_50_1000_0.1_0.7_2	RAND1D	50	1000	20	21	+1	94.89	0.63
RAND1D/r_50_1000_0.1_0.7_3	RAND1D	50	1000	21	21	—	96.71	0.67
RAND1D/r_50_1000_0.2_0.8_1	RAND1D	50	1000	29	29	—	88.75	0.71
RAND1D/r_50_1000_0.2_0.8_2	RAND1D	50	1000	30	30	—	89.93	0.71
RAND1D/r_50_1000_0.2_0.8_3	RAND1D	50	1000	28	28	—	91.31	0.64
RAND1D/r_200_100_0.1_0.7_1	RAND1D	200	1000	78	79	+1	97.75	9.76
RAND1D/r_200_100_0.1_0.7_2	RAND1D	200	1000	78	79	+1	98.62	11.04
RAND1D/r_200_100_0.1_0.7_3	RAND1D	200	1000	82	82	—	98.99	11.08
RAND1D/r_200_100_0.2_0.8_1	RAND1D	200	1000	101	101	—	98.19	14.01
RAND1D/r_200_100_0.2_0.8_2	RAND1D	200	1000	110	110	—	92.94	9.21
RAND1D/r_200_100_0.2_0.8_3	RAND1D	200	1000	108	108	—	94.88	9.27
RAND1D/r_200_150_0.1_0.7_1	RAND1D	200	1050	82	82	—	98.85	10.62
RAND1D/r_200_150_0.1_0.7_2	RAND1D	200	1050	77	78	+1	98.36	10.73
RAND1D/r_200_150_0.1_0.7_3	RAND1D	200	1050	80	81	+1	98.21	9.84
RAND1D/r_200_150_0.2_0.8_1	RAND1D	200	1050	100	100	—	97.07	9.6
RAND1D/r_200_150_0.2_0.8_2	RAND1D	200	1050	101	102	+1	96.93	14.27
RAND1D/r_200_150_0.2_0.8_3	RAND1D	200	1050	100	100	—	98.06	9.41
RAND1D/r_200_1000_0.1_0.7_1	RAND1D	200	1000	84	85	+1	98.48	9.5
RAND1D/r_200_1000_0.1_0.7_2	RAND1D	200	1000	76	77	+1	98.02	9.56
RAND1D/r_200_1000_0.1_0.7_3	RAND1D	200	1000	80	81	+1	97.85	9.03
RAND1D/r_200_1000_0.2_0.8_1	RAND1D	200	1000	98	99	+1	98.15	8.85
RAND1D/r_200_1000_0.2_0.8_2	RAND1D	200	1000	106	106	—	95.24	8.67
RAND1D/r_200_1000_0.2_0.8_3	RAND1D	200	1000	108	108	—	94.2	9.4
RAND1D/r_500_100_0.1_0.7_1	RAND1D	500	1000	196	197	+1	99.32	64.83
RAND1D/r_500_100_0.1_0.7_2	RAND1D	500	1000	204	204	—	99.9	69.21
RAND1D/r_500_100_0.1_0.7_3	RAND1D	500	1000	200	200	—	99.69	70.26
RAND1D/r_500_100_0.2_0.8_1	RAND1D	500	1000	263	264	+1	96.43	62.33
RAND1D/r_500_100_0.2_0.8_2	RAND1D	500	1000	249	250	+1	98.54	62.99
RAND1D/r_500_100_0.2_0.8_3	RAND1D	500	1000	256	256	—	97.53	64.82
RAND1D/r_500_150_0.1_0.7_1	RAND1D	500	1050	202	202	—	99.89	71.84
RAND1D/r_500_150_0.1_0.7_2	RAND1D	500	1050	204	204	—	99.65	73.46
RAND1D/r_500_150_0.1_0.7_3	RAND1D	500	1050	192	192	—	99.75	75.24
RAND1D/r_500_150_0.2_0.8_1	RAND1D	500	1050	261	261	—	96.72	64.54
RAND1D/r_500_150_0.2_0.8_2	RAND1D	500	1050	250	250	—	98.87	64.97
RAND1D/r_500_150_0.2_0.8_3	RAND1D	500	1050	270	270	—	95.26	63.52
RAND1D/r_500_1000_0.1_0.7_1	RAND1D	500	1000	194	196	+2	98.66	59.23
RAND1D/r_500_1000_0.1_0.7_2	RAND1D	500	1000	198	201	+3	98.44	62.32
RAND1D/r_500_1000_0.1_0.7_3	RAND1D	500	1000	199	200	+1	99.09	57.15
RAND1D/r_500_1000_0.2_0.8_1	RAND1D	500	1000	260	261	+1	96.92	64.69
RAND1D/r_500_1000_0.2_0.8_2	RAND1D	500	1000	261	262	+1	96.2	62.77
RAND1D/r_500_1000_0.2_0.8_3	RAND1D	500	1000	259	262	+3	96.32	58.46

Ugniježđivanje pravih oblika

Gornji brojevi odnose se na giljotinski pakirač, koji reže pravokutnike. Ugniježđivanje pravih oblika drukčiji je motor za drukčiji problem: pakira PROIZVOLJNE POLIGONE — za lasersko, plazma i rezanje vodenim mlazom — puštajući dijelove da se uklope u konkavne džepove jedni drugih. Na reprezentativnom poslu od 272 dijela koristi 6 ploča, dok istim dijelovima predanima pravokutnom pakiraču prema njihovom graničnom okviru treba 9 — trećinu manje materijala, i to samo iz oblika.

ploča · pravi oblik

ploča · max motor, 60 s

ploča · granični okvir

ploča · teorijski minimum

Zašto izvještavamo o broju ploča, a ne o gustoći

Pakirač po graničnom okviru broji zrak u usjecima unutar pravokutnika svakog dijela kao pun, pa mu „iskoristivost” izgleda viša za lošiji rezultat — plan od 9 ploča izgleda gušće od plana od 6 ploča. Jedina iskrena, usporediva metrika jest broj ploča koje isti fizički dijelovi doista trebaju. To je broj iznad.

Plan brzog zadanog motora (broj ploča: 6) nastaje unutar istog zahtjeva. Asinkroni max motor (engine:"max") zatim nastavlja tražiti manji broj ploča: izmjereno na našem produkcijskom poslužitelju 22. rujna 2026. — sa zadanim proračunom od 60 sekundi broj ploča bio je 5 (broj pokretanja: 4), a s maksimumom od 180 sekundi 5 (broj pokretanja: 2). Vremenski je ograničen, pa jedno pokretanje može završiti drukčije od drugog — prikazujemo raspon svih pokretanja, a ne najbolje od njih. Svaki raspored provjeren je nezavisno: svaki dio postavljen i na svojoj ploči, nijedna dva dijela ne preklapaju se više od 0,01 mm — margina za zaokružene koordinate koje vraća API, jer dijelovi koji se dodiruju inače mogu izgledati kao da se križaju za nekoliko tisućinki milimetra.

Teorijska donja granica broja ploča na ovom poslu iznosi 4 — ukupna površina dijelova podijeljena površinom jedne ploče. Nijedan plan ne može upotrijebiti manje; kod nepravilnih oblika zrak između dijelova znači da plan tu granicu rijetko doseže.

Te brojke nemaju razmak između dijelova. Uz razmak od 5 mm između dijelova i na rubu ploče — uobičajenu lasersku postavku — za isti posao broj potrebnih ploča sa zadanim motorom iznosi 6, a s max motorom 5–6 (broj pokretanja: 2, svako po 60 s).

Klasični ESICUP skupovi za ugniježđivanje

Posao prikazan iznad izradili smo sami. Kako bismo motor mogli provjeriti i na problemima koje nismo sami odabrali, pokrenuli smo ga na klasičnim ESICUP skupovima za ugniježđivanje (ukupno 13) — javnim instancama nepravilnog pakiranja koje koristi istraživačka literatura. Riječ je o strip-packing problemima; pretvaramo ih u probleme s pločama na način na koji to čini literatura o bin-packingu, s tri kvadratne veličine ploče po skupu — broj instanci: 39. U svima zajedno zadani motor koristi broj ploča 248, a max motor broj ploča 236 (uzima se lošije pokretanje; broj pokretanja: 2, svako po 60 s), naspram donje granice čiji je broj ploča 153. Broj instanci na kojima zadani motor doseže granicu iznosi 7, a za max motor 14. Broj instanci na kojima max motor u svakom pokretanju treba manje ploča nego zadani motor iznosi 11.

Kako je izmjereno, na našem produkcijskom poslužitelju 22. rujna 2026.: svaka je ploča kvadrat čija je stranica 1,1 puta, 1,5 puta ili 2 puta veća od najveće dimenzije komada (konvencija autora Martinez-Sykora i sur., 2017.); svaki skup zadržava vlastite dopuštene rotacije; između dijelova nema razmaka, kao u literaturi; max motor radi sa zadanim proračunom od 60 sekundi i izvještavamo njegovo lošije pokretanje. Donja granica — ukupna površina dijelova podijeljena površinom jedne ploče — slaba je za nepravilne oblike, pa udaljenost od nje ne pokazuje koliko je rezultat daleko od najboljeg mogućeg. Metode objavljene u znanstvenoj literaturi na mnogim od ovih instanci koriste manje ploča od našeg motora; ovaj odjeljak pokazuje gdje je motor, a ne da je optimalan. Svaki raspored provjeren je izvan motora: broj valjanih instanci iznosi 39 od ukupno 39, pri čemu je svaki dio postavljen na svojoj ploči i nijedna dva dijela ne preklapaju se izvan zaokruživanja vraćenih koordinata. Instance dolaze iz jagua-rs repozitorija, u reviziji na kojoj je izgrađen naš motor (ESICUP zbirka je CC0), a skripta kojom su izmjerene nalazi se u našem repozitoriju.

Sve instance (39)

Skup	Stranica ploče (× najveći komad)	Dijelovi	Donja granica	Zadano	Max · 60 s
albano	1,1	24	4	6	6
albano	1,5	24	3	3	3
albano	2	24	2	2	2
blaz1	1,1	28	11	20	20
blaz1	1,5	28	6	14	12
blaz1	2	28	4	6	6
dagli	1,1	30	3	4	4
dagli	1,5	30	2	2	2
dagli	2	30	1	1	1
fu	1,1	12	5	9	8
fu	1,5	12	3	5	4
fu	2	12	2	3	2
jakobs1	1,1	25	6	9	9
jakobs1	1,5	25	3	4	4
jakobs1	2	25	2	3	2
jakobs2	1,1	25	5	8	8
jakobs2	1,5	25	3	4	4
jakobs2	2	25	2	3	2
mao	1,1	20	3	4	4
mao	1,5	20	2	3	2
mao	2	20	1	2	1
marques	1,1	24	4	6	6
marques	1,5	24	3	3	3
marques	2	24	2	2	2
shapes0	1,1	43	7	17	17
shapes0	1,5	43	4	10	10
shapes0	2	43	3	5	5
shapes1	1,1	43	7	15	15
shapes1	1,5	43	4	8	8
shapes1	2	43	3	4	4
shirts	1,1	99	11	16	16
shirts	1,5	99	6	9	9
shirts	2	99	4	5	4
swim	1,1	48	6	12	11
swim	1,5	48	4	6	6
swim	2	48	2	3	3
trousers	1,1	64	5	6	5
trousers	1,5	64	3	4	4
trousers	2	64	2	2	2

Rezultati po instanci (JSON)

Pravokutni dijelovi za lasersko rezanje

Poslovi s limom uglavnom su pravokutnici i gotovo pravokutni oblici, a upravo tu motor za ugniježđivanje koji uzorkuje položaje zaostaje: rijetko pogodi točnu mrežu. Zato oba motora pakiraju i granične okvire dijelova točnim pravokutnim pakiračem i zadržavaju bolji plan. Na poslovima s pravokutnim dijelovima (broj poslova: 20, ukupan broj dijelova: 1.226) zadani motor koristi broj ploča 70, naspram donje granice čiji je broj ploča 63; broj poslova na kojima doseže granicu iznosi 14. Svaki posao s točnom mrežom (5 od 5) ispada optimalan.

Kako je izmjereno, na našem produkcijskom poslužitelju 28. rujna 2026.: četiri vrste poslova, svi sintetički i definirani u našoj skripti — identični dijelovi koji točno popunjavaju ploču bez razmaka, ista vrsta mreže s laserskim razmakom i razmakom od ruba, mješovite narudžbe pravokutnika te limeni dijelovi sa zaobljenim kutovima i rupama za vijke. Rotacija je slobodna, što je zadana postavka API-ja; max motor radi s proračunom od 15 sekundi i izvještavamo njegovo najlošije pokretanje (broj pokretanja: 2). Donja granica je ukupna površina dijelova podijeljena površinom jedne ploče; zanemaruje razmak, pa na poslovima s razmakom stvarni minimum može biti iznad nje. Svaki raspored provjeren je izvan motora: broj valjanih poslova iznosi 20 od ukupno 20, pri čemu je svaki dio postavljen, nijedna dva se ne preklapaju i nijedan nije bliže drugom dijelu od zadanog razmaka ni rubu ploče od razmaka od ruba.

Max motor na svakom je ovdašnjem poslu upotrijebio točno onoliko ploča koliko i zadani motor: kod pravokutnika posao već obavlja točni pakirač, a njegova duža pretraga isplati se na nepravilnim oblicima poput onih iznad.

Svi poslovi (20)

Posao	Ploča (mm)	Razmak / rub (mm)	Dijelovi	Donja granica	Zadano	Max · 15 s
grid-500	3.000 × 1.500	0 / 0	36	2	2	2
grid-250	3.000 × 1.500	0 / 0	144	2	2	2
grid-1000x500	3.000 × 1.500	0 / 0	27	3	3	3
grid-625x250	2.500 × 1.250	0 / 0	40	2	2	2
grid-mixed	3.000 × 1.500	0 / 0	24	2	2	2
spaced-490	3.000 × 1.500	5 / 10	36	2	2	2
spaced-590	2.500 × 1.250	5 / 10	24	3	3	3
spaced-980x480	3.000 × 1.500	10 / 5	18	2	2	2
orders-1	3.000 × 1.500	5 / 10	92	5	5	5
orders-2	2.500 × 1.250	5 / 10	64	4	5	5
orders-3	3.000 × 1.500	5 / 10	103	6	6	6
orders-4	2.500 × 1.250	5 / 10	75	5	5	5
orders-5	3.000 × 1.500	5 / 10	46	3	3	3
orders-6	2.500 × 1.250	5 / 10	95	6	7	7
orders-7	3.000 × 1.500	5 / 10	39	2	3	3
orders-8	2.500 × 1.250	5 / 10	71	6	8	8
plates-1	3.000 × 1.500	5 / 10	35	1	1	1
plates-2	3.000 × 1.500	5 / 10	104	3	4	4
plates-3	3.000 × 1.500	5 / 10	71	2	3	3
plates-4	3.000 × 1.500	5 / 10	82	2	2	2

Rezultati po poslu (JSON)

Ugniježđivanje pravih oblika na Engine API-ju →

The max tier — closer to the proven optimum

The figures above are the default engine, which returns instantly. The optional async max engine (engine:"max") runs a tree search instead: on the same public 2DPackLib instances, judged by the same lower bound, it reaches the PROVEN minimum on 12–13 percentage points more jobs than the default, with a smaller gap on the ones that miss. The trade is time — see below.

Corpus	Engine	On the bound	Avg gap (off-bound)
A + BENG · 106	default · heuristic	44,3 %	11,1 %
A + BENG · 106	max · PackingSolver	57,1 %	6,9 %
CLASS (sample) · 168	default · heuristic	57,7 %	12,8 %
CLASS (sample) · 168	max · PackingSolver	69,6 %	10,4 %

Why the max tier is asynchronous

The default engine solves in about 30 ms and runs in your browser. The max engine takes seconds to a minute per job — too long to hold an HTTP request open — so it is asynchronous: POST with engine:"max" returns a job id, and you poll until it finishes. Same public corpus, same lower-bound method, both our own engines — no competitor data.

One honest caveat: the max engine is time-boxed, so on the very hardest instances the search is cut off at the cap — a few jobs may not finish (1 of 274 here) and its figures can move by about a point between runs. The default engine is fully deterministic and always returns a plan.

The max tier on the Engine API →

Podaci

Potpuno mjerenje, ne njegov sažetak.

results.jsonl — Svi rezultati — svaki zadatak, profil, mehanizam i orijentacija
summary.json — Agregati — brojevi na ovoj stranici
table.json — Ova tablica kao JSON
corpus.json — Generirane ulazne instance — stvarni problemi koje je pokretač riješio. Kanonski akademski skupovi dohvaćaju se i provjeravaju hashem umjesto da se ovdje kopiraju, jer njihov izvor ne odobrava redistribuciju.

Za reprodukciju: kloniraj repozitorij, pokreni npm run bench:fetch da preuzmeš kanonske instance i provjeriš njihove hasheve, zatim npm run bench. Generirani korpus ne treba preuzimanje.

Gore navedene datoteke objavljene su pod CC BY 4.0 — koristite ih, uključujući komercijalno, uz navođenje CutOptima. To pokriva naše vlastito mjerenje i generirani korpus. Kanonske akademske instance nisu naše za licenciranje i ne distribuiraju se odavde.

Pokreni vlastiti zadatak

Jedini broj koji je bitan onaj je koji proizvede vaš vlastiti popis materijala.

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