detr-resnet-50_finetuned_detect-waste

This model is a fine-tuned version of facebook/detr-resnet-50 on the detect-waste dataset. It achieves the following results on the evaluation set:

Loss: 1.0141
Map: 0.2906
Map 50: 0.4268
Map 75: 0.3141
Map Small: 0.2906
Map Medium: -1.0
Map Large: -1.0
Mar 1: 0.2422
Mar 10: 0.3643
Mar 100: 0.3643
Mar Small: 0.3643
Mar Medium: -1.0
Mar Large: -1.0
Map Per Class: [0.34276220202445984, 0.27865204215049744, 0.1607096940279007, 0.26159897446632385, 0.3790518343448639, 0.43935513496398926, 0.17204682528972626]
Mar 100 Per Class: [0.4175185561180115, 0.34998106956481934, 0.24253687262535095, 0.3344777226448059, 0.4658925533294678, 0.48632490634918213, 0.25357064604759216]
Classes: [0, 1, 2, 3, 4, 5, 6]

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Per Class	Mar 100 Per Class	Classes
4.1468	0.78	500	4.0411	0.0087	0.0192	0.0071	0.0087	-1.0	-1.0	0.0167	0.0324	0.0324	0.0324	-1.0	-1.0	[0.04623645916581154, 0.0, 0.0008125691674649715, 0.0, 0.012627051211893559, 0.0, 0.0012919838773086667]	[0.1765443980693817, 0.0, 0.010891089215874672, 0.0, 0.01826483942568302, 0.0, 0.021276595070958138]	[0, 1, 2, 3, 4, 5, 6]
4.194	1.56	1000	4.0133	0.0095	0.0202	0.0078	0.0095	-1.0	-1.0	0.0185	0.0342	0.0342	0.0342	-1.0	-1.0	[0.048249680548906326, 0.0, 0.0006883515743538737, 0.0, 0.016567163169384003, 0.0, 0.0011674906127154827]	[0.17282818257808685, 0.0, 0.009735973551869392, 0.0, 0.032420091331005096, 0.0, 0.024113474413752556]	[0, 1, 2, 3, 4, 5, 6]
3.9605	2.34	1500	3.7443	0.0113	0.0240	0.0092	0.0113	-1.0	-1.0	0.0207	0.0389	0.0389	0.0389	-1.0	-1.0	[0.05232662707567215, 0.0, 0.008277339860796928, 0.0, 0.016159038990736008, 0.0, 0.0020039111841470003]	[0.18117760121822357, 0.0, 0.01171617116779089, 0.0, 0.04779299721121788, 0.0, 0.031610943377017975]	[0, 1, 2, 3, 4, 5, 6]
3.7367	3.12	2000	3.7225	0.0127	0.0271	0.0102	0.0127	-1.0	-1.0	0.0222	0.0429	0.0429	0.0429	-1.0	-1.0	[0.060713302344083786, 0.0, 0.008382072672247887, 0.0, 0.016689885407686234, 0.0001313720567850396, 0.0029707648791372776]	[0.1877654492855072, 0.0, 0.013902639970183372, 0.0, 0.05388128012418747, 0.005785123910754919, 0.03893110528588295]	[0, 1, 2, 3, 4, 5, 6]
3.6339	3.91	2500	3.6414	0.0151	0.0320	0.0126	0.0151	-1.0	-1.0	0.0241	0.0467	0.0467	0.0467	-1.0	-1.0	[0.06824539601802826, 0.0009900990407913923, 0.008812529034912586, 0.0, 0.022641275078058243, 9.549226524541155e-05, 0.004885945934802294]	[0.19152510166168213, 0.00024242424115072936, 0.01871287077665329, 0.0, 0.06410958617925644, 0.006446280982345343, 0.04555217921733856]	[0, 1, 2, 3, 4, 5, 6]
3.5368	4.69	3000	3.4403	0.0170	0.0349	0.0140	0.0170	-1.0	-1.0	0.0263	0.0502	0.0502	0.0502	-1.0	-1.0	[0.07444033771753311, 0.0013285944005474448, 0.0036969168577343225, 0.0, 0.02982231415808201, 0.0008005613344721496, 0.008707632310688496]	[0.19416023790836334, 0.0031313130166381598, 0.018261825665831566, 0.0, 0.06887366622686386, 0.009641873650252819, 0.05749746784567833]	[0, 1, 2, 3, 4, 5, 6]
3.3781	5.47	3500	3.2647	0.0196	0.0403	0.0162	0.0196	-1.0	-1.0	0.0283	0.0542	0.0542	0.0542	-1.0	-1.0	[0.07894252985715866, 0.003304258920252323, 0.005874663591384888, 0.00534653477370739, 0.032837092876434326, 0.0010820407187566161, 0.009714609943330288]	[0.20048262178897858, 0.004588744603097439, 0.019801979884505272, 0.0014829460997134447, 0.07756034284830093, 0.012514757923781872, 0.0631350427865982]	[0, 1, 2, 3, 4, 5, 6]
3.3963	6.25	4000	3.3014	0.0198	0.0406	0.0165	0.0198	-1.0	-1.0	0.0310	0.0586	0.0586	0.0586	-1.0	-1.0	[0.07857409864664078, 0.002693906659260392, 0.010952512733638287, 0.0014566973550245166, 0.03381899371743202, 0.0017245921771973372, 0.009445087984204292]	[0.20394545793533325, 0.006590908858925104, 0.023514851927757263, 0.0028114186134189367, 0.08607305586338043, 0.020454544574022293, 0.06689462810754776]	[0, 1, 2, 3, 4, 5, 6]
3.3532	7.03	4500	3.2767	0.0217	0.0446	0.0186	0.0217	-1.0	-1.0	0.0352	0.0648	0.0648	0.0648	-1.0	-1.0	[0.08428213000297546, 0.0030477724503725767, 0.012319584377110004, 0.0017159844283014536, 0.03654558211565018, 0.003238566452637315, 0.01057812012732029]	[0.207185760140419, 0.007003366947174072, 0.028456179425120354, 0.005613225512206554, 0.10152207314968109, 0.03379246965050697, 0.07021276652812958]	[0, 1, 2, 3, 4, 5, 6]
3.1127	7.81	5000	3.2209	0.0245	0.0498	0.0211	0.0245	-1.0	-1.0	0.0380	0.0696	0.0696	0.0696	-1.0	-1.0	[0.09061206132173538, 0.0029931419994682074, 0.012835826724767685, 0.003690356155857444, 0.03761321306228638, 0.012010062113404274, 0.011985357850790024]	[0.20946910977363586, 0.008363636210560799, 0.030462047085165977, 0.008373702876269817, 0.11018265038728714, 0.04512396827340126, 0.07545085996389389]	[0, 1, 2, 3, 4, 5, 6]
3.1775	8.59	5500	3.1662	0.0269	0.0539	0.0243	0.0269	-1.0	-1.0	0.0411	0.0743	0.0743	0.0743	-1.0	-1.0	[0.09162214398384094, 0.0012531784595921636, 0.014446384273469448, 0.008817446418106556, 0.04345640912652016, 0.015094032511115074, 0.013941464945673943]	[0.21342577040195465, 0.00909090880304575, 0.03360335901379585, 0.013306071050465107, 0.11743462085723877, 0.056423742324113846, 0.07680758833885193]	[0, 1, 2, 3, 4, 5, 6]
3.1419	9.38	6000	3.0182	0.0297	0.0584	0.0270	0.0297	-1.0	-1.0	0.0437	0.0782	0.0782	0.0782	-1.0	-1.0	[0.09514405578374863, 0.0025450591929256916, 0.016270553693175316, 0.0081990547478199, 0.046881288290023804, 0.020359132438898087, 0.01845024712383747]	[0.21765604615211487, 0.011666666716337204, 0.03633113205432892, 0.014359861612319946, 0.11845509707927704, 0.06893939524888992, 0.07989699393510818]	[0, 1, 2, 3, 4, 5, 6]
3.0921	10.16	6500	3.0030	0.0302	0.0610	0.0256	0.0302	-1.0	-1.0	0.0463	0.0827	0.0827	0.0827	-1.0	-1.0	[0.09758389741182327, 0.006373511627316475, 0.01742025651037693, 0.008713486604392529, 0.048744086176157, 0.019423358142375946, 0.013462764210999012]	[0.21828779578208923, 0.01557109598070383, 0.04075907543301582, 0.01892467401921749, 0.12395504117012024, 0.08010171353816986, 0.08163821697235107]	[0, 1, 2, 3, 4, 5, 6]
2.964	10.94	7000	2.9448	0.0331	0.0657	0.0288	0.0331	-1.0	-1.0	0.0499	0.0877	0.0877	0.0877	-1.0	-1.0	[0.10320653021335602, 0.007576418109238148, 0.018034495413303375, 0.011375959031283855, 0.052645713090896606, 0.02358655259013176, 0.014970344491302967]	[0.22245587408542633, 0.019740259274840355, 0.042126353830099106, 0.02360355854034424, 0.1306588351726532, 0.0916765034198761, 0.08358662575483322]	[0, 1, 2, 3, 4, 5, 6]
2.9554	11.72	7500	2.8727	0.0357	0.0710	0.0314	0.0357	-1.0	-1.0	0.0529	0.0920	0.0920	0.0920	-1.0	-1.0	[0.1065044030547142, 0.008357521146535873, 0.01859544776380062, 0.012739308178424835, 0.05574037879705429, 0.029986992478370667, 0.017998481169342995]	[0.22563062608242035, 0.023838384076952934, 0.045775577425956726, 0.02758938819169998, 0.1338508427143097, 0.10088153928518295, 0.08644376695156097]	[0, 1, 2, 3, 4, 5, 6]
2.6755	12.5	8000	2.7571	0.0381	0.0766	0.0329	0.0381	-1.0	-1.0	0.0570	0.0973	0.0973	0.0973	-1.0	-1.0	[0.11142787337303162, 0.007701957132667303, 0.0196710005402565, 0.016465453431010246, 0.05648297443985939, 0.035306066274642944, 0.019693374633789062]	[0.22848697006702423, 0.026174241676926613, 0.0493193082511425, 0.03451557084918022, 0.13941210508346558, 0.11265496164560318, 0.09084979444742203]	[0, 1, 2, 3, 4, 5, 6]
2.7857	13.28	8500	2.7355	0.0411	0.0814	0.0362	0.0411	-1.0	-1.0	0.0601	0.1016	0.1016	0.1016	-1.0	-1.0	[0.11556719243526459, 0.010197699069976807, 0.02036297507584095, 0.018473459407687187, 0.05874854698777199, 0.042199619114398956, 0.022376172244548798]	[0.2314615100622177, 0.030053475871682167, 0.05247524753212929, 0.03916141018271446, 0.14496374130249023, 0.11988332867622375, 0.09348590672016144]	[0, 1, 2, 3, 4, 5, 6]
2.4419	14.06	9000	2.5641	0.0439	0.0874	0.0385	0.0439	-1.0	-1.0	0.0640	0.1069	0.1069	0.1069	-1.0	-1.0	[0.11788569390773773, 0.012564579956233501, 0.02252984419465065, 0.01985805667936802, 0.06335312873125076, 0.04805980622768402, 0.02310897968709469]	[0.23441119492053986, 0.03670033812522888, 0.057132378220558167, 0.045463282614946365, 0.14961948990821838, 0.12920109927654266, 0.09600923210382462]	[0, 1, 2, 3, 4, 5, 6]
2.5962	14.84	9500	2.6140	0.0463	0.0923	0.0405	0.0463	-1.0	-1.0	0.0672	0.1116	0.1116	0.1116	-1.0	-1.0	[0.12200454622507095, 0.011156002059578896, 0.023570792749524117, 0.02225014939904213, 0.06721360236406326, 0.05404386296868324, 0.02417328953742981]	[0.2358311265707016, 0.04146730527281761, 0.059996526688337326, 0.05144782364368439, 0.1566450446844101, 0.13732057809829712, 0.09836826473474503]	[0, 1, 2, 3, 4, 5, 6]
2.5992	15.62	10000	2.6493	0.0478	0.0964	0.0416	0.0478	-1.0	-1.0	0.0701	0.1156	0.1156	0.1156	-1.0	-1.0	[0.11906087398529053, 0.013203187845647335, 0.023804809898138046, 0.023666758090257645, 0.07104818522930145, 0.060628872364759445, 0.02351595088839531]	[0.2391698807477951, 0.045818183571100235, 0.06427393108606339, 0.055276814848184586, 0.1593150645494461, 0.1476859450340271, 0.09775582700967789]	[0, 1, 2, 3, 4, 5, 6]
2.6462	16.41	10500	2.5972	0.0497	0.0992	0.0443	0.0497	-1.0	-1.0	0.0725	0.1193	0.1193	0.1193	-1.0	-1.0	[0.125301331281662, 0.015778768807649612, 0.02504820004105568, 0.025865115225315094, 0.0740809291601181, 0.058498892933130264, 0.02366984821856022]	[0.2426043450832367, 0.05085137113928795, 0.06543297320604324, 0.058691710233688354, 0.16227440536022186, 0.1550177037715912, 0.09991797804832458]	[0, 1, 2, 3, 4, 5, 6]
2.4706	17.19	11000	2.4914	0.0524	0.1040	0.0465	0.0524	-1.0	-1.0	0.0760	0.1238	0.1238	0.1238	-1.0	-1.0	[0.12998996675014496, 0.015761325135827065, 0.02641410008072853, 0.028352826833724976, 0.07700449973344803, 0.06418990343809128, 0.02509688399732113]	[0.245647594332695, 0.055867768824100494, 0.06862436234951019, 0.06473734229803085, 0.16654212772846222, 0.16367392241954803, 0.10171778500080109]	[0, 1, 2, 3, 4, 5, 6]
2.4022	17.97	11500	2.6025	0.0538	0.1067	0.0488	0.0538	-1.0	-1.0	0.0779	0.1267	0.1267	0.1267	-1.0	-1.0	[0.13130246102809906, 0.01669127121567726, 0.026978671550750732, 0.030373232439160347, 0.07948648184537888, 0.06546752899885178, 0.026632554829120636]	[0.24881651997566223, 0.05733860284090042, 0.0698235034942627, 0.06813599914312363, 0.16934683918952942, 0.1705354005098343, 0.10290295630693436]	[0, 1, 2, 3, 4, 5, 6]
2.3806	18.75	12000	2.4377	0.0565	0.1116	0.0510	0.0565	-1.0	-1.0	0.0809	0.1307	0.1307	0.1307	-1.0	-1.0	[0.13539382815361023, 0.019166018813848495, 0.028394022956490517, 0.03170689195394516, 0.08289874345064163, 0.0700925663113594, 0.028070559725165367]	[0.2516007125377655, 0.06212121248245239, 0.07227034866809845, 0.07164071500301361, 0.17606544494628906, 0.1762741059064865, 0.1052769348025322]	[0, 1, 2, 3, 4, 5, 6]
2.3381	19.53	12500	2.3298	0.0595	0.1170	0.0539	0.0595	-1.0	-1.0	0.0841	0.1354	0.1354	0.1354	-1.0	-1.0	[0.14168289303779602, 0.02123761549592018, 0.029218005016446114, 0.03483952209353447, 0.08439919352531433, 0.07521592825651169, 0.029624762013554573]	[0.254447877407074, 0.06652121245861053, 0.07486468553543091, 0.07665052264928818, 0.18379908800125122, 0.1837686002254486, 0.10760283470153809]	[0, 1, 2, 3, 4, 5, 6]
2.1834	20.31	13000	2.2925	0.0619	0.1218	0.0563	0.0619	-1.0	-1.0	0.0868	0.1392	0.1392	0.1392	-1.0	-1.0	[0.14434954524040222, 0.023596107959747314, 0.029413597658276558, 0.03724164515733719, 0.08747584372758865, 0.07988733053207397, 0.031240329146385193]	[0.2572765052318573, 0.07151515036821365, 0.07733561843633652, 0.08106201887130737, 0.18765367567539215, 0.19011442363262177, 0.10954329371452332]	[0, 1, 2, 3, 4, 5, 6]
2.3694	21.09	13500	2.2980	0.0643	0.1250	0.0596	0.0643	-1.0	-1.0	0.0896	0.1431	0.1431	0.1431	-1.0	-1.0	[0.14629203081130981, 0.02630077488720417, 0.03064255230128765, 0.03969859704375267, 0.08952046930789948, 0.08544820547103882, 0.032189808785915375]	[0.26002073287963867, 0.07739618420600891, 0.07984354346990585, 0.08463411778211594, 0.19238965213298798, 0.19605141878128052, 0.11159518361091614]	[0, 1, 2, 3, 4, 5, 6]
2.1876	21.88	14000	2.2552	0.0664	0.1299	0.0615	0.0664	-1.0	-1.0	0.0920	0.1466	0.1466	0.1466	-1.0	-1.0	[0.14918148517608643, 0.029802532866597176, 0.030558602884411812, 0.04181119427084923, 0.0926012173295021, 0.088821642100811, 0.03230477496981621]	[0.2630963921546936, 0.08175324648618698, 0.08174210041761398, 0.08892733603715897, 0.19709719717502594, 0.20020660758018494, 0.11349327117204666]	[0, 1, 2, 3, 4, 5, 6]
2.22	22.66	14500	2.1956	0.0696	0.1349	0.0645	0.0696	-1.0	-1.0	0.0949	0.1506	0.1506	0.1506	-1.0	-1.0	[0.1518896371126175, 0.033730532974004745, 0.03175903856754303, 0.044416192919015884, 0.09609058499336243, 0.09530041366815567, 0.03383677080273628]	[0.2656303942203522, 0.08649947494268417, 0.08476158231496811, 0.09331821650266647, 0.20168477296829224, 0.2064690738916397, 0.11557488888502121]	[0, 1, 2, 3, 4, 5, 6]
2.2025	23.44	15000	2.2126	0.0726	0.1407	0.0675	0.0726	-1.0	-1.0	0.0976	0.1543	0.1543	0.1543	-1.0	-1.0	[0.15515004098415375, 0.03552235662937164, 0.03365291655063629, 0.0472525879740715, 0.09961769729852676, 0.09976397454738617, 0.037467099726200104]	[0.2683526277542114, 0.09155555814504623, 0.08699669688940048, 0.09794694185256958, 0.2053728997707367, 0.21250689029693604, 0.11715974658727646]	[0, 1, 2, 3, 4, 5, 6]
2.1936	24.22	15500	2.1662	0.0751	0.1462	0.0694	0.0751	-1.0	-1.0	0.1005	0.1580	0.1580	0.1580	-1.0	-1.0	[0.15799090266227722, 0.03928203508257866, 0.034626252949237823, 0.048913635313510895, 0.1035238727927208, 0.10347861051559448, 0.03808673098683357]	[0.27103936672210693, 0.09616813063621521, 0.08940700441598892, 0.10285746306180954, 0.21057593822479248, 0.21770194172859192, 0.11854757368564606]	[0, 1, 2, 3, 4, 5, 6]
2.2018	25.0	16000	2.2816	0.0772	0.1496	0.0717	0.0772	-1.0	-1.0	0.1024	0.1605	0.1605	0.1605	-1.0	-1.0	[0.15951977670192719, 0.040796443819999695, 0.035473428666591644, 0.05021883174777031, 0.10709941387176514, 0.1077590137720108, 0.039515502750873566]	[0.2728523313999176, 0.09820076078176498, 0.09194513410329819, 0.10459558665752411, 0.21406963467597961, 0.22213326394557953, 0.11955104023218155]	[0, 1, 2, 3, 4, 5, 6]
2.069	25.78	16500	2.2788	0.0799	0.1544	0.0744	0.0799	-1.0	-1.0	0.1048	0.1637	0.1637	0.1637	-1.0	-1.0	[0.1624949425458908, 0.043188855051994324, 0.03846662491559982, 0.052888572216033936, 0.11016106605529785, 0.11159937083721161, 0.04036788269877434]	[0.27505558729171753, 0.10233241319656372, 0.095039501786232, 0.10908042639493942, 0.2170056700706482, 0.22714750468730927, 0.12026649713516235]	[0, 1, 2, 3, 4, 5, 6]
2.2388	26.56	17000	2.1393	0.0822	0.1584	0.0767	0.0822	-1.0	-1.0	0.1072	0.1670	0.1670	0.1670	-1.0	-1.0	[0.16449908912181854, 0.04439976066350937, 0.03944051265716553, 0.054946914315223694, 0.11398687958717346, 0.11732934415340424, 0.04113543778657913]	[0.27652451395988464, 0.10696969926357269, 0.09715589135885239, 0.11262975633144379, 0.22107172012329102, 0.23228001594543457, 0.12206925451755524]	[0, 1, 2, 3, 4, 5, 6]
2.002	27.34	17500	2.1429	0.0848	0.1634	0.0789	0.0848	-1.0	-1.0	0.1097	0.1701	0.1701	0.1701	-1.0	-1.0	[0.16622968018054962, 0.04853104427456856, 0.04015907645225525, 0.05710913985967636, 0.11814910173416138, 0.11969507485628128, 0.043414726853370667]	[0.2779178023338318, 0.11163636296987534, 0.09929750114679337, 0.11634206771850586, 0.22536203265190125, 0.2366705983877182, 0.12360689043998718]	[0, 1, 2, 3, 4, 5, 6]
1.8305	28.12	18000	2.0416	0.0876	0.1682	0.0819	0.0876	-1.0	-1.0	0.1123	0.1736	0.1736	0.1736	-1.0	-1.0	[0.1689627468585968, 0.05172034725546837, 0.04114536941051483, 0.06016615405678749, 0.12208609282970428, 0.12335427850484848, 0.04596796631813049]	[0.28000858426094055, 0.11762626469135284, 0.10105427354574203, 0.12081891298294067, 0.22976915538311005, 0.2406795173883438, 0.12553754448890686]	[0, 1, 2, 3, 4, 5, 6]
1.9246	28.91	18500	2.0548	0.0902	0.1726	0.0845	0.0902	-1.0	-1.0	0.1147	0.1769	0.1769	0.1769	-1.0	-1.0	[0.17139744758605957, 0.05572446435689926, 0.04115204140543938, 0.06324263662099838, 0.1263333410024643, 0.12660689651966095, 0.04671153053641319]	[0.28168630599975586, 0.12232596427202225, 0.10400499403476715, 0.12460488080978394, 0.23404911160469055, 0.24453875422477722, 0.12732824683189392]	[0, 1, 2, 3, 4, 5, 6]
2.0712	29.69	19000	2.0686	0.0927	0.1770	0.0870	0.0927	-1.0	-1.0	0.1169	0.1801	0.1801	0.1801	-1.0	-1.0	[0.1739092618227005, 0.0565057098865509, 0.04212590306997299, 0.06619900465011597, 0.13020069897174835, 0.13175153732299805, 0.048211514949798584]	[0.28365930914878845, 0.1268102079629898, 0.1058841422200203, 0.12817338109016418, 0.2378995418548584, 0.24880382418632507, 0.12912601232528687]	[0, 1, 2, 3, 4, 5, 6]
1.8114	30.47	19500	2.0090	0.0957	0.1815	0.0893	0.0957	-1.0	-1.0	0.1192	0.1832	0.1832	0.1832	-1.0	-1.0	[0.17668937146663666, 0.060196880251169205, 0.04316006973385811, 0.06869190186262131, 0.134142205119133, 0.13747332990169525, 0.049689896404743195]	[0.2853875756263733, 0.13062937557697296, 0.10824659466743469, 0.13195812702178955, 0.24280528724193573, 0.25331637263298035, 0.13033278286457062]	[0, 1, 2, 3, 4, 5, 6]
1.8545	31.25	20000	1.8640	0.1000	0.1882	0.0943	0.1000	-1.0	-1.0	0.1220	0.1871	0.1871	0.1871	-1.0	-1.0	[0.17970405519008636, 0.06414728611707687, 0.04569493606686592, 0.07412267476320267, 0.13957497477531433, 0.1450406312942505, 0.05184954032301903]	[0.28745174407958984, 0.13636364042758942, 0.11039604246616364, 0.13654844462871552, 0.2473972588777542, 0.25890496373176575, 0.13267983496189117]	[0, 1, 2, 3, 4, 5, 6]
1.8498	32.03	20500	1.8956	0.1032	0.1936	0.0969	0.1032	-1.0	-1.0	0.1244	0.1906	0.1906	0.1906	-1.0	-1.0	[0.18263494968414307, 0.06708105653524399, 0.046513475477695465, 0.07773694396018982, 0.14296144247055054, 0.15190638601779938, 0.053776174783706665]	[0.2898060083389282, 0.14060606062412262, 0.11237623542547226, 0.14104144275188446, 0.25213274359703064, 0.26371699571609497, 0.13437862694263458]	[0, 1, 2, 3, 4, 5, 6]
1.7807	32.81	21000	1.8849	0.1058	0.1978	0.0996	0.1058	-1.0	-1.0	0.1268	0.1937	0.1937	0.1937	-1.0	-1.0	[0.18508057296276093, 0.07147838175296783, 0.04737703502178192, 0.07961855083703995, 0.1454845517873764, 0.15771792829036713, 0.05387093871831894]	[0.29202979803085327, 0.14513708651065826, 0.11443108320236206, 0.14490030705928802, 0.25490322709083557, 0.26835891604423523, 0.13622570037841797]	[0, 1, 2, 3, 4, 5, 6]
1.7693	33.59	21500	1.8167	0.1082	0.2027	0.1019	0.1082	-1.0	-1.0	0.1290	0.1967	0.1967	0.1967	-1.0	-1.0	[0.18606284260749817, 0.07484107464551926, 0.04835912957787514, 0.08157777786254883, 0.14935535192489624, 0.16259758174419403, 0.05479986220598221]	[0.2938022017478943, 0.14931641519069672, 0.11614859104156494, 0.148426815867424, 0.2591802179813385, 0.27255430817604065, 0.13770410418510437]	[0, 1, 2, 3, 4, 5, 6]
1.7453	34.38	22000	1.8090	0.1113	0.2077	0.1052	0.1113	-1.0	-1.0	0.1313	0.1999	0.1999	0.1999	-1.0	-1.0	[0.18891556560993195, 0.0787239521741867, 0.04937181994318962, 0.08449568599462509, 0.15322794020175934, 0.1689060628414154, 0.05579029396176338]	[0.2957901954650879, 0.15378788113594055, 0.11824557185173035, 0.15204466879367828, 0.2632420063018799, 0.27685949206352234, 0.1396472305059433]	[0, 1, 2, 3, 4, 5, 6]
1.8001	35.16	22500	1.7838	0.1146	0.2127	0.1088	0.1146	-1.0	-1.0	0.1335	0.2030	0.2030	0.2030	-1.0	-1.0	[0.19174334406852722, 0.08240403980016708, 0.05114790424704552, 0.08605141937732697, 0.15808245539665222, 0.1754416525363922, 0.057301394641399384]	[0.2980480492115021, 0.1578047126531601, 0.120700404047966, 0.1550634354352951, 0.2666260898113251, 0.28123047947883606, 0.14118653535842896]	[0, 1, 2, 3, 4, 5, 6]
1.7384	35.94	23000	1.8036	0.1174	0.2165	0.1119	0.1174	-1.0	-1.0	0.1356	0.2059	0.2059	0.2059	-1.0	-1.0	[0.1949423998594284, 0.08474200963973999, 0.05296053737401962, 0.088404580950737, 0.1613713502883911, 0.18075096607208252, 0.058822985738515854]	[0.300113320350647, 0.1617918312549591, 0.12262161076068878, 0.15814653038978577, 0.2703295648097992, 0.28532159328460693, 0.14286154508590698]	[0, 1, 2, 3, 4, 5, 6]
1.7308	36.72	23500	1.7081	0.1206	0.2215	0.1155	0.1206	-1.0	-1.0	0.1379	0.2090	0.2090	0.2090	-1.0	-1.0	[0.19688330590724945, 0.0874597355723381, 0.05458848550915718, 0.0911809653043747, 0.16641899943351746, 0.1867956668138504, 0.06093086674809456]	[0.30188122391700745, 0.16584138572216034, 0.12504038214683533, 0.16180519759655, 0.27433207631111145, 0.2896430492401123, 0.14437904953956604]	[0, 1, 2, 3, 4, 5, 6]
1.6386	37.5	24000	1.7598	0.1241	0.2253	0.1199	0.1241	-1.0	-1.0	0.1401	0.2120	0.2120	0.2120	-1.0	-1.0	[0.19938696920871735, 0.09302081167697906, 0.05561578646302223, 0.09631506353616714, 0.17022699117660522, 0.19142889976501465, 0.0624491423368454]	[0.3034467399120331, 0.17077019810676575, 0.12714865803718567, 0.16521769762039185, 0.27807268500328064, 0.2932679057121277, 0.1461668312549591]	[0, 1, 2, 3, 4, 5, 6]
1.7212	38.28	24500	1.7361	0.1267	0.2303	0.1225	0.1267	-1.0	-1.0	0.1420	0.2149	0.2149	0.2149	-1.0	-1.0	[0.20129698514938354, 0.09607404470443726, 0.05763624981045723, 0.09819900244474411, 0.17313453555107117, 0.19651460647583008, 0.06392311304807663]	[0.3053010106086731, 0.17469388246536255, 0.12949080765247345, 0.16820846498012543, 0.28130650520324707, 0.29748693108558655, 0.14794781804084778]	[0, 1, 2, 3, 4, 5, 6]
1.5007	39.06	25000	1.7068	0.1294	0.2337	0.1254	0.1294	-1.0	-1.0	0.1439	0.2176	0.2176	0.2176	-1.0	-1.0	[0.20381218194961548, 0.09927998483181, 0.05934193357825279, 0.10101280361413956, 0.17670287191867828, 0.20033632218837738, 0.06550956517457962]	[0.30728572607040405, 0.17846061289310455, 0.13128052651882172, 0.17155016958713531, 0.2846940755844116, 0.3004628121852875, 0.14973454177379608]	[0, 1, 2, 3, 4, 5, 6]
1.6147	39.84	25500	1.7262	0.1321	0.2381	0.1289	0.1321	-1.0	-1.0	0.1460	0.2205	0.2205	0.2205	-1.0	-1.0	[0.20637443661689758, 0.10149955004453659, 0.06139121204614639, 0.101739302277565, 0.18070530891418457, 0.2046823352575302, 0.06848781555891037]	[0.30909985303878784, 0.18267379701137543, 0.13362130522727966, 0.17453694343566895, 0.28829798102378845, 0.3038405478000641, 0.15139558911323547]	[0, 1, 2, 3, 4, 5, 6]
1.5141	40.62	26000	1.7278	0.1348	0.2422	0.1314	0.1348	-1.0	-1.0	0.1479	0.2231	0.2231	0.2231	-1.0	-1.0	[0.2083674520254135, 0.10427972674369812, 0.06303983926773071, 0.10368069261312485, 0.18451228737831116, 0.21048979461193085, 0.06922110170125961]	[0.31071242690086365, 0.1856759935617447, 0.13551345467567444, 0.1775086522102356, 0.2913241982460022, 0.3082008957862854, 0.15268296003341675]	[0, 1, 2, 3, 4, 5, 6]
1.4385	41.41	26500	1.6737	0.1371	0.2454	0.1348	0.1371	-1.0	-1.0	0.1497	0.2256	0.2256	0.2256	-1.0	-1.0	[0.21084575355052948, 0.10635006427764893, 0.06430502980947495, 0.10656581819057465, 0.18613353371620178, 0.21510617434978485, 0.07017965614795685]	[0.3124080300331116, 0.18867924809455872, 0.13702596724033356, 0.18037474155426025, 0.2946583926677704, 0.3123031258583069, 0.15406128764152527]	[0, 1, 2, 3, 4, 5, 6]
1.4519	42.19	27000	1.6628	0.1396	0.2499	0.1371	0.1396	-1.0	-1.0	0.1514	0.2281	0.2281	0.2281	-1.0	-1.0	[0.21279378235340118, 0.10987628996372223, 0.06571341305971146, 0.1084621325135231, 0.1897042989730835, 0.21943020820617676, 0.07122423499822617]	[0.3142070770263672, 0.1921885460615158, 0.13871164619922638, 0.18352556228637695, 0.29725182056427, 0.3155188262462616, 0.15546737611293793]	[0, 1, 2, 3, 4, 5, 6]
1.538	42.97	27500	1.6760	0.1427	0.2541	0.1399	0.1427	-1.0	-1.0	0.1532	0.2308	0.2308	0.2308	-1.0	-1.0	[0.21556733548641205, 0.11342202872037888, 0.06732655316591263, 0.11160027235746384, 0.19317805767059326, 0.22488607466220856, 0.07287413626909256]	[0.3162986934185028, 0.19509641826152802, 0.1405220478773117, 0.1862032115459442, 0.30072230100631714, 0.31980466842651367, 0.15693101286888123]	[0, 1, 2, 3, 4, 5, 6]
1.6061	43.75	28000	1.6461	0.1455	0.2585	0.1434	0.1455	-1.0	-1.0	0.1551	0.2334	0.2334	0.2334	-1.0	-1.0	[0.2179284244775772, 0.11804981529712677, 0.0686318427324295, 0.11424344778060913, 0.196621835231781, 0.22896119952201843, 0.07397373765707016]	[0.3179588317871094, 0.19867965579032898, 0.14226190745830536, 0.18921156227588654, 0.30400359630584717, 0.32350945472717285, 0.1582772433757782]	[0, 1, 2, 3, 4, 5, 6]
1.5999	44.53	28500	1.6499	0.1482	0.2614	0.1461	0.1482	-1.0	-1.0	0.1567	0.2357	0.2357	0.2357	-1.0	-1.0	[0.2203698754310608, 0.12020596116781235, 0.07041482627391815, 0.11792736500501633, 0.19977207481861115, 0.2334306240081787, 0.07521776854991913]	[0.31949469447135925, 0.2019670456647873, 0.14413757622241974, 0.19179263710975647, 0.30652087926864624, 0.3264607787132263, 0.15956202149391174]	[0, 1, 2, 3, 4, 5, 6]
1.4135	45.31	29000	1.5887	0.1509	0.2652	0.1491	0.1509	-1.0	-1.0	0.1585	0.2383	0.2383	0.2383	-1.0	-1.0	[0.22293353080749512, 0.12379045784473419, 0.07232733815908432, 0.12009650468826294, 0.20234964787960052, 0.23802727460861206, 0.07673442363739014]	[0.32130709290504456, 0.20496343076229095, 0.1461704820394516, 0.194487527012825, 0.3094630837440491, 0.33020803332328796, 0.16118156909942627]	[0, 1, 2, 3, 4, 5, 6]
1.3849	46.09	29500	1.5587	0.1534	0.2696	0.1529	0.1534	-1.0	-1.0	0.1603	0.2409	0.2409	0.2409	-1.0	-1.0	[0.22550000250339508, 0.126255065202713, 0.07389067113399506, 0.12276104837656021, 0.20572707056999207, 0.24077364802360535, 0.07866828143596649]	[0.323210209608078, 0.20810477435588837, 0.14789114892482758, 0.19780071079730988, 0.313141405582428, 0.3335341215133667, 0.16273246705532074]	[0, 1, 2, 3, 4, 5, 6]
1.3678	46.88	30000	1.6096	0.1558	0.2722	0.1555	0.1558	-1.0	-1.0	0.1620	0.2433	0.2433	0.2433	-1.0	-1.0	[0.22747229039669037, 0.12818685173988342, 0.07569180428981781, 0.12502236664295197, 0.20901745557785034, 0.24479806423187256, 0.08022068440914154]	[0.3249678313732147, 0.21116161346435547, 0.14949944615364075, 0.20055362582206726, 0.31560882925987244, 0.33657023310661316, 0.16441743075847626]	[0, 1, 2, 3, 4, 5, 6]
1.5416	47.66	30500	1.5705	0.1582	0.2763	0.1582	0.1582	-1.0	-1.0	0.1636	0.2456	0.2456	0.2456	-1.0	-1.0	[0.22910533845424652, 0.13224217295646667, 0.07711625099182129, 0.1279756724834442, 0.2114134281873703, 0.24824558198451996, 0.08149348199367523]	[0.32661086320877075, 0.21458519995212555, 0.1511010080575943, 0.20336377620697021, 0.31837713718414307, 0.33922234177589417, 0.1660820096731186]	[0, 1, 2, 3, 4, 5, 6]
1.5698	48.44	31000	1.5384	0.1607	0.2796	0.1615	0.1607	-1.0	-1.0	0.1652	0.2480	0.2480	0.2480	-1.0	-1.0	[0.23130907118320465, 0.1348022222518921, 0.07854016125202179, 0.13033372163772583, 0.21463152766227722, 0.2524957060813904, 0.08308678865432739]	[0.3283239006996155, 0.2169794738292694, 0.15278132259845734, 0.20617814362049103, 0.32176315784454346, 0.34209543466567993, 0.1676422506570816]	[0, 1, 2, 3, 4, 5, 6]
1.4281	49.22	31500	1.5423	0.1635	0.2828	0.1651	0.1635	-1.0	-1.0	0.1669	0.2503	0.2503	0.2503	-1.0	-1.0	[0.2337646633386612, 0.13741059601306915, 0.0802868977189064, 0.1331375390291214, 0.2190386801958084, 0.2564108967781067, 0.0843500867486]	[0.33013421297073364, 0.2201346755027771, 0.15410970151424408, 0.2087274193763733, 0.32478800415992737, 0.3452184200286865, 0.1692124605178833]	[0, 1, 2, 3, 4, 5, 6]
1.5232	50.0	32000	1.5577	0.1656	0.2860	0.1669	0.1656	-1.0	-1.0	0.1684	0.2525	0.2525	0.2525	-1.0	-1.0	[0.23572662472724915, 0.1402345597743988, 0.08165154606103897, 0.1347123384475708, 0.2218606323003769, 0.25896695256233215, 0.08578291535377502]	[0.3317522406578064, 0.22330492734909058, 0.15557962656021118, 0.21121864020824432, 0.32721176743507385, 0.3473915159702301, 0.1707620918750763]	[0, 1, 2, 3, 4, 5, 6]
1.4718	50.78	32500	1.5329	0.1679	0.2890	0.1697	0.1679	-1.0	-1.0	0.1700	0.2547	0.2547	0.2547	-1.0	-1.0	[0.23852567374706268, 0.1429818868637085, 0.08330734819173813, 0.13681721687316895, 0.22413747012615204, 0.26250723004341125, 0.08725880831480026]	[0.3335283696651459, 0.22599533200263977, 0.15709824860095978, 0.2133883386850357, 0.3300948441028595, 0.3500826358795166, 0.1724136918783188]	[0, 1, 2, 3, 4, 5, 6]
1.5368	51.56	33000	1.5226	0.1703	0.2917	0.1724	0.1703	-1.0	-1.0	0.1714	0.2567	0.2567	0.2567	-1.0	-1.0	[0.24014446139335632, 0.14406023919582367, 0.08496519178152084, 0.13978202641010284, 0.22792623937129974, 0.2665834128856659, 0.08841584622859955]	[0.3352448344230652, 0.22808080911636353, 0.15874338150024414, 0.21567054092884064, 0.3328075408935547, 0.352955162525177, 0.17364373803138733]	[0, 1, 2, 3, 4, 5, 6]
1.3778	52.34	33500	1.4644	0.1729	0.2959	0.1754	0.1729	-1.0	-1.0	0.1730	0.2591	0.2591	0.2591	-1.0	-1.0	[0.2424972951412201, 0.14849114418029785, 0.08599013835191727, 0.14239133894443512, 0.23136775195598602, 0.26967743039131165, 0.08995284140110016]	[0.33695903420448303, 0.2317141592502594, 0.1604699343442917, 0.21840624511241913, 0.3351666331291199, 0.3555569350719452, 0.1751621812582016]	[0, 1, 2, 3, 4, 5, 6]
1.2753	53.12	34000	1.4789	0.1753	0.2984	0.1786	0.1753	-1.0	-1.0	0.1746	0.2614	0.2614	0.2614	-1.0	-1.0	[0.2448333203792572, 0.15089264512062073, 0.08769001066684723, 0.1446457952260971, 0.2337132841348648, 0.27418655157089233, 0.0914132297039032]	[0.33877894282341003, 0.23455436527729034, 0.16229130327701569, 0.22096478939056396, 0.3380137085914612, 0.35878705978393555, 0.17660170793533325]	[0, 1, 2, 3, 4, 5, 6]
1.3929	53.91	34500	1.4726	0.1776	0.3009	0.1813	0.1776	-1.0	-1.0	0.1761	0.2635	0.2635	0.2635	-1.0	-1.0	[0.24712836742401123, 0.15434853732585907, 0.08864349126815796, 0.14744579792022705, 0.23680062592029572, 0.27693623304367065, 0.09224053472280502]	[0.340232789516449, 0.23757575452327728, 0.1638350784778595, 0.22334888577461243, 0.34065911173820496, 0.3610851466655731, 0.17764268815517426]	[0, 1, 2, 3, 4, 5, 6]
1.3218	54.69	35000	1.4250	0.1802	0.3055	0.1838	0.1802	-1.0	-1.0	0.1775	0.2656	0.2656	0.2656	-1.0	-1.0	[0.2493417114019394, 0.15740056335926056, 0.08998408913612366, 0.15052294731140137, 0.2398378998041153, 0.2808479070663452, 0.09363849461078644]	[0.3417774438858032, 0.24019047617912292, 0.16550683975219727, 0.22571922838687897, 0.34335291385650635, 0.36390790343284607, 0.17897234857082367]	[0, 1, 2, 3, 4, 5, 6]
1.3176	55.47	35500	1.4067	0.1827	0.3080	0.1869	0.1827	-1.0	-1.0	0.1790	0.2678	0.2678	0.2678	-1.0	-1.0	[0.2508467435836792, 0.16055212914943695, 0.09181094914674759, 0.15233220160007477, 0.24301283061504364, 0.285194456577301, 0.09526713937520981]	[0.34326499700546265, 0.24291080236434937, 0.1671036183834076, 0.22774988412857056, 0.3466396629810333, 0.36645326018333435, 0.1804557889699936]	[0, 1, 2, 3, 4, 5, 6]
1.22	56.25	36000	1.4432	0.1848	0.3107	0.1893	0.1848	-1.0	-1.0	0.1805	0.2699	0.2699	0.2699	-1.0	-1.0	[0.25353720784187317, 0.16321063041687012, 0.09297779947519302, 0.15274809300899506, 0.2463236004114151, 0.2882259488105774, 0.09666171669960022]	[0.3447769284248352, 0.24560606479644775, 0.16864915192127228, 0.2300509363412857, 0.3490169942378998, 0.3692837357521057, 0.1819247454404831]	[0, 1, 2, 3, 4, 5, 6]
1.2624	57.03	36500	1.4534	0.1872	0.3143	0.1927	0.1872	-1.0	-1.0	0.1820	0.2720	0.2720	0.2720	-1.0	-1.0	[0.2553740441799164, 0.16707704961299896, 0.09462162852287292, 0.1561412215232849, 0.24870790541172028, 0.2907980680465698, 0.09786700457334518]	[0.34625932574272156, 0.24872560799121857, 0.1702970266342163, 0.2324216663837433, 0.3513542115688324, 0.37167438864707947, 0.1831466555595398]	[0, 1, 2, 3, 4, 5, 6]
1.2334	57.81	37000	1.4128	0.1897	0.3171	0.1957	0.1897	-1.0	-1.0	0.1833	0.2740	0.2740	0.2740	-1.0	-1.0	[0.25749534368515015, 0.17012159526348114, 0.0956001728773117, 0.15746240317821503, 0.25159570574760437, 0.2954738736152649, 0.1000288873910904]	[0.34803688526153564, 0.2508763372898102, 0.1717308908700943, 0.23444309830665588, 0.3537949025630951, 0.37444716691970825, 0.18453818559646606]	[0, 1, 2, 3, 4, 5, 6]
1.1761	58.59	37500	1.3650	0.1918	0.3191	0.1981	0.1918	-1.0	-1.0	0.1847	0.2761	0.2761	0.2761	-1.0	-1.0	[0.25979435443878174, 0.17184627056121826, 0.0965074971318245, 0.15925957262516022, 0.25439971685409546, 0.29917991161346436, 0.10163913667201996]	[0.3496769666671753, 0.2532282769680023, 0.1731221079826355, 0.23651672899723053, 0.35657837986946106, 0.3775647282600403, 0.18600067496299744]	[0, 1, 2, 3, 4, 5, 6]
1.1746	59.38	38000	1.3084	0.1940	0.3216	0.2005	0.1940	-1.0	-1.0	0.1861	0.2782	0.2782	0.2782	-1.0	-1.0	[0.2614623010158539, 0.1746634691953659, 0.0982770100235939, 0.16152290999889374, 0.2570221424102783, 0.30207931995391846, 0.10326719284057617]	[0.3511837124824524, 0.25599682331085205, 0.1749001145362854, 0.2385540008544922, 0.3590543270111084, 0.3800782859325409, 0.1875486522912979]	[0, 1, 2, 3, 4, 5, 6]
1.124	60.16	38500	1.3802	0.1959	0.3251	0.2027	0.1959	-1.0	-1.0	0.1873	0.2801	0.2801	0.2801	-1.0	-1.0	[0.2630487084388733, 0.17768719792366028, 0.09916898608207703, 0.16377225518226624, 0.25905221700668335, 0.30371031165122986, 0.10464335232973099]	[0.3525422513484955, 0.2583392262458801, 0.1763812154531479, 0.2407900094985962, 0.3612228035926819, 0.38215091824531555, 0.18898142874240875]	[0, 1, 2, 3, 4, 5, 6]
1.2122	60.94	39000	1.3704	0.1978	0.3277	0.2051	0.1978	-1.0	-1.0	0.1886	0.2819	0.2819	0.2819	-1.0	-1.0	[0.2640724182128906, 0.17990341782569885, 0.10043416917324066, 0.16539953649044037, 0.2615806758403778, 0.30746400356292725, 0.10585416853427887]	[0.3538845181465149, 0.2604351341724396, 0.17792586982250214, 0.24284890294075012, 0.36360496282577515, 0.3844670355319977, 0.1903436928987503]	[0, 1, 2, 3, 4, 5, 6]
1.1796	61.72	39500	1.3533	0.1995	0.3304	0.2074	0.1995	-1.0	-1.0	0.1898	0.2837	0.2837	0.2837	-1.0	-1.0	[0.2663557529449463, 0.18150398135185242, 0.10159678012132645, 0.1672067791223526, 0.26377254724502563, 0.3099142014980316, 0.106254942715168]	[0.3554444909095764, 0.26238587498664856, 0.17931236326694489, 0.24486443400382996, 0.3654124140739441, 0.38674548268318176, 0.1915804147720337]	[0, 1, 2, 3, 4, 5, 6]
1.0856	62.5	40000	1.3118	0.2016	0.3322	0.2100	0.2016	-1.0	-1.0	0.1910	0.2856	0.2856	0.2856	-1.0	-1.0	[0.26789969205856323, 0.18293805420398712, 0.1026647612452507, 0.16959702968597412, 0.26639893651008606, 0.31403395533561707, 0.10793528705835342]	[0.3571368157863617, 0.2641363739967346, 0.1811014860868454, 0.2470199018716812, 0.36790525913238525, 0.389245867729187, 0.19290399551391602]	[0, 1, 2, 3, 4, 5, 6]
1.1677	63.28	40500	1.3136	0.2039	0.3354	0.2132	0.2039	-1.0	-1.0	0.1924	0.2876	0.2876	0.2876	-1.0	-1.0	[0.2693575620651245, 0.18515463173389435, 0.10445524752140045, 0.1724829226732254, 0.26850834488868713, 0.31805768609046936, 0.1095009371638298]	[0.3586777150630951, 0.26634493470191956, 0.18248583376407623, 0.24928018450737, 0.37000393867492676, 0.391990602016449, 0.19435375928878784]	[0, 1, 2, 3, 4, 5, 6]
1.155	64.06	41000	1.2842	0.2064	0.3380	0.2153	0.2064	-1.0	-1.0	0.1938	0.2897	0.2897	0.2897	-1.0	-1.0	[0.27208176255226135, 0.18823444843292236, 0.10572110861539841, 0.17518718540668488, 0.2712228298187256, 0.32101067900657654, 0.11111129820346832]	[0.3603164255619049, 0.26862528920173645, 0.18374185264110565, 0.2518904507160187, 0.37252476811408997, 0.39505138993263245, 0.19568908214569092]	[0, 1, 2, 3, 4, 5, 6]
1.1489	64.84	41500	1.2779	0.2084	0.3405	0.2177	0.2084	-1.0	-1.0	0.1952	0.2917	0.2917	0.2917	-1.0	-1.0	[0.27354657649993896, 0.19084295630455017, 0.10690724849700928, 0.1768673211336136, 0.27369409799575806, 0.3242957592010498, 0.11255022883415222]	[0.361765593290329, 0.27128878235816956, 0.18515248596668243, 0.25417518615722656, 0.3749188482761383, 0.39749079942703247, 0.19700443744659424]	[0, 1, 2, 3, 4, 5, 6]
1.0019	65.62	42000	1.2343	0.2106	0.3430	0.2213	0.2106	-1.0	-1.0	0.1965	0.2937	0.2937	0.2937	-1.0	-1.0	[0.27533525228500366, 0.19294942915439606, 0.1081010177731514, 0.1796436905860901, 0.27713286876678467, 0.3272176682949066, 0.1141667366027832]	[0.3632113039493561, 0.2739033102989197, 0.18647846579551697, 0.2564755380153656, 0.37761470675468445, 0.39968517422676086, 0.19862498342990875]	[0, 1, 2, 3, 4, 5, 6]
1.0393	66.41	42500	1.2497	0.2127	0.3459	0.2233	0.2127	-1.0	-1.0	0.1977	0.2956	0.2956	0.2956	-1.0	-1.0	[0.2769603431224823, 0.19543510675430298, 0.10956516116857529, 0.1815720647573471, 0.27938321232795715, 0.33071368932724, 0.11541370302438736]	[0.36470019817352295, 0.2760855555534363, 0.18784119188785553, 0.2584652900695801, 0.3799194097518921, 0.4020807147026062, 0.19989511370658875]	[0, 1, 2, 3, 4, 5, 6]
1.1978	67.19	43000	1.2584	0.2149	0.3485	0.2259	0.2149	-1.0	-1.0	0.1990	0.2975	0.2975	0.2975	-1.0	-1.0	[0.2787444293498993, 0.1985068917274475, 0.11107343435287476, 0.18374863266944885, 0.28199175000190735, 0.3330363929271698, 0.11708976328372955]	[0.36612531542778015, 0.2782452404499054, 0.18934492766857147, 0.26068639755249023, 0.3821493089199066, 0.4043148159980774, 0.2014266848564148]	[0, 1, 2, 3, 4, 5, 6]
1.0198	67.97	43500	1.1981	0.2169	0.3505	0.2282	0.2169	-1.0	-1.0	0.2003	0.2994	0.2994	0.2994	-1.0	-1.0	[0.2804291248321533, 0.20049406588077545, 0.11303915083408356, 0.1850598007440567, 0.28519004583358765, 0.3359755575656891, 0.1184569001197815]	[0.36760973930358887, 0.2804458439350128, 0.19099237024784088, 0.2626854479312897, 0.3847373127937317, 0.4067065715789795, 0.20275768637657166]	[0, 1, 2, 3, 4, 5, 6]
1.1246	68.75	44000	1.2557	0.2190	0.3533	0.2312	0.2190	-1.0	-1.0	0.2015	0.3013	0.3013	0.3013	-1.0	-1.0	[0.2819073498249054, 0.2019958347082138, 0.1145104244351387, 0.18783636391162872, 0.28763484954833984, 0.33935362100601196, 0.11983713507652283]	[0.3688904047012329, 0.28254133462905884, 0.19248612225055695, 0.2649693191051483, 0.38717830181121826, 0.40896880626678467, 0.20419429242610931]	[0, 1, 2, 3, 4, 5, 6]
1.1038	69.53	44500	1.2243	0.2209	0.3559	0.2329	0.2209	-1.0	-1.0	0.2027	0.3030	0.3030	0.3030	-1.0	-1.0	[0.283906489610672, 0.20419622957706451, 0.11568263173103333, 0.18973909318447113, 0.2897682785987854, 0.34185564517974854, 0.12127756327390671]	[0.3701639771461487, 0.2847599685192108, 0.1938461810350418, 0.26674312353134155, 0.3892001509666443, 0.41108739376068115, 0.2054164856672287]	[0, 1, 2, 3, 4, 5, 6]
1.0437	70.31	45000	1.2413	0.2229	0.3578	0.2348	0.2229	-1.0	-1.0	0.2038	0.3049	0.3049	0.3049	-1.0	-1.0	[0.285703182220459, 0.20658300817012787, 0.11733826994895935, 0.19167673587799072, 0.2921169698238373, 0.3445843458175659, 0.12240643799304962]	[0.3715958893299103, 0.28679460287094116, 0.19535203278064728, 0.26880815625190735, 0.391522079706192, 0.41324150562286377, 0.2066948115825653]	[0, 1, 2, 3, 4, 5, 6]
0.9239	71.09	45500	1.2163	0.2252	0.3599	0.2373	0.2252	-1.0	-1.0	0.2050	0.3067	0.3067	0.3067	-1.0	-1.0	[0.2875484824180603, 0.20982173085212708, 0.11878927052021027, 0.194691464304924, 0.2946434020996094, 0.3480072617530823, 0.12267839908599854]	[0.3730217516422272, 0.28887778520584106, 0.19683022797107697, 0.27080878615379333, 0.3938581943511963, 0.4157206416130066, 0.20803745090961456]	[0, 1, 2, 3, 4, 5, 6]
1.0799	71.88	46000	1.2077	0.2275	0.3624	0.2407	0.2275	-1.0	-1.0	0.2063	0.3086	0.3086	0.3086	-1.0	-1.0	[0.28902295231819153, 0.2118113934993744, 0.12033383548259735, 0.19715572893619537, 0.2974853217601776, 0.3516872823238373, 0.12515637278556824]	[0.37449219822883606, 0.2907114624977112, 0.19832651317119598, 0.27295395731925964, 0.3961236774921417, 0.41836148500442505, 0.20927491784095764]	[0, 1, 2, 3, 4, 5, 6]
0.9485	72.66	46500	1.1767	0.2294	0.3644	0.2431	0.2294	-1.0	-1.0	0.2075	0.3105	0.3105	0.3105	-1.0	-1.0	[0.2905147075653076, 0.21348299086093903, 0.12186509370803833, 0.19925419986248016, 0.29991215467453003, 0.35510337352752686, 0.12601090967655182]	[0.37585005164146423, 0.2928510904312134, 0.1997089982032776, 0.2750307023525238, 0.39854666590690613, 0.42074114084243774, 0.21064919233322144]	[0, 1, 2, 3, 4, 5, 6]
1.0266	73.44	47000	1.1805	0.2315	0.3668	0.2449	0.2315	-1.0	-1.0	0.2086	0.3122	0.3122	0.3122	-1.0	-1.0	[0.2922998070716858, 0.2159629464149475, 0.1230894923210144, 0.2011932134628296, 0.3026053309440613, 0.35820436477661133, 0.12747688591480255]	[0.3772324025630951, 0.29456478357315063, 0.2011498510837555, 0.2769012749195099, 0.4006654918193817, 0.4231053292751312, 0.21204380691051483]	[0, 1, 2, 3, 4, 5, 6]
0.8902	74.22	47500	1.1975	0.2334	0.3692	0.2469	0.2334	-1.0	-1.0	0.2097	0.3139	0.3139	0.3139	-1.0	-1.0	[0.29417213797569275, 0.21815602481365204, 0.12440662086009979, 0.20238643884658813, 0.3047296702861786, 0.36108291149139404, 0.12876363098621368]	[0.37840884923934937, 0.2964656949043274, 0.20244571566581726, 0.27881261706352234, 0.4026099443435669, 0.4252718687057495, 0.21332800388336182]	[0, 1, 2, 3, 4, 5, 6]
1.0085	75.0	48000	1.1693	0.2355	0.3711	0.2500	0.2355	-1.0	-1.0	0.2109	0.3157	0.3157	0.3157	-1.0	-1.0	[0.2964259088039398, 0.2206290364265442, 0.12558795511722565, 0.20491278171539307, 0.3071436583995819, 0.3635878562927246, 0.1304273009300232]	[0.3797307312488556, 0.29837751388549805, 0.2038503885269165, 0.28071293234825134, 0.4047755002975464, 0.42745351791381836, 0.21473214030265808]	[0, 1, 2, 3, 4, 5, 6]
0.9439	75.78	48500	1.1271	0.2375	0.3738	0.2525	0.2375	-1.0	-1.0	0.2120	0.3175	0.3175	0.3175	-1.0	-1.0	[0.2981511652469635, 0.22302350401878357, 0.12688370048999786, 0.2064957469701767, 0.30954036116600037, 0.36666110157966614, 0.13198280334472656]	[0.3811796009540558, 0.30058732628822327, 0.20540301501750946, 0.2825491428375244, 0.40685874223709106, 0.42970946431159973, 0.2161606103181839]	[0, 1, 2, 3, 4, 5, 6]
0.9932	76.56	49000	1.1668	0.2395	0.3760	0.2543	0.2395	-1.0	-1.0	0.2131	0.3192	0.3192	0.3192	-1.0	-1.0	[0.2997910976409912, 0.22443556785583496, 0.12914197146892548, 0.20867681503295898, 0.31173640489578247, 0.36961501836776733, 0.13330094516277313]	[0.382452130317688, 0.3023933172225952, 0.2068178802728653, 0.2844855487346649, 0.40896469354629517, 0.43175914883613586, 0.21751338243484497]	[0, 1, 2, 3, 4, 5, 6]
1.045	77.34	49500	1.1756	0.2413	0.3781	0.2560	0.2413	-1.0	-1.0	0.2142	0.3208	0.3208	0.3208	-1.0	-1.0	[0.30133965611457825, 0.22616147994995117, 0.13028943538665771, 0.21039654314517975, 0.3142479956150055, 0.3722107708454132, 0.13469184935092926]	[0.38375064730644226, 0.3039608299732208, 0.20813080668449402, 0.2864702343940735, 0.4109819531440735, 0.43382585048675537, 0.21866895258426666]	[0, 1, 2, 3, 4, 5, 6]
0.8991	78.12	50000	1.1265	0.2433	0.3798	0.2594	0.2433	-1.0	-1.0	0.2154	0.3226	0.3226	0.3226	-1.0	-1.0	[0.3027842044830322, 0.22833791375160217, 0.13169842958450317, 0.21230222284793854, 0.31705981492996216, 0.37462857365608215, 0.13647869229316711]	[0.38506948947906494, 0.3060303032398224, 0.20944884419441223, 0.28853288292884827, 0.413251131772995, 0.43552064895629883, 0.22004255652427673]	[0, 1, 2, 3, 4, 5, 6]
1.0419	78.91	50500	1.1598	0.2453	0.3820	0.2617	0.2453	-1.0	-1.0	0.2165	0.3242	0.3242	0.3242	-1.0	-1.0	[0.30399709939956665, 0.23175884783267975, 0.13290618360042572, 0.2146383672952652, 0.3194376826286316, 0.3767666518688202, 0.1376808136701584]	[0.3862399160861969, 0.30805879831314087, 0.21072116494178772, 0.2904176115989685, 0.41539400815963745, 0.4374273717403412, 0.22135885059833527]	[0, 1, 2, 3, 4, 5, 6]
0.928	79.69	51000	1.1520	0.2468	0.3839	0.2631	0.2468	-1.0	-1.0	0.2175	0.3258	0.3258	0.3258	-1.0	-1.0	[0.30559828877449036, 0.23321305215358734, 0.1334191858768463, 0.2149236500263214, 0.321972131729126, 0.38008633255958557, 0.13867558538913727]	[0.38757285475730896, 0.309685081243515, 0.21205267310142517, 0.29206526279449463, 0.41759780049324036, 0.4394749701023102, 0.22249439358711243]	[0, 1, 2, 3, 4, 5, 6]
0.9376	80.47	51500	1.1385	0.2488	0.3863	0.2648	0.2488	-1.0	-1.0	0.2185	0.3275	0.3275	0.3275	-1.0	-1.0	[0.3067678213119507, 0.23459766805171967, 0.13415294885635376, 0.2181853950023651, 0.3255745470523834, 0.38228902220726013, 0.14015766978263855]	[0.3887871503829956, 0.3114210069179535, 0.21324457228183746, 0.2940303087234497, 0.4196878969669342, 0.44157907366752625, 0.223750501871109]	[0, 1, 2, 3, 4, 5, 6]
0.9427	81.25	52000	1.1222	0.2508	0.3877	0.2677	0.2508	-1.0	-1.0	0.2196	0.3291	0.3291	0.3291	-1.0	-1.0	[0.30901777744293213, 0.23716850578784943, 0.13516782224178314, 0.21972113847732544, 0.3280062675476074, 0.3846227526664734, 0.14155663549900055]	[0.39011359214782715, 0.3132750689983368, 0.2145436704158783, 0.29575127363204956, 0.421540230512619, 0.4435870945453644, 0.22506624460220337]	[0, 1, 2, 3, 4, 5, 6]
1.0334	82.03	52500	1.1334	0.2524	0.3896	0.2699	0.2524	-1.0	-1.0	0.2206	0.3307	0.3307	0.3307	-1.0	-1.0	[0.31127798557281494, 0.23829974234104156, 0.135979562997818, 0.22239266335964203, 0.32956355810165405, 0.3864337205886841, 0.1428307592868805]	[0.3913862705230713, 0.31477054953575134, 0.2157975733280182, 0.29752182960510254, 0.42348337173461914, 0.445541113615036, 0.22630095481872559]	[0, 1, 2, 3, 4, 5, 6]
0.8902	82.81	53000	1.1508	0.2542	0.3915	0.2720	0.2542	-1.0	-1.0	0.2216	0.3323	0.3323	0.3323	-1.0	-1.0	[0.31267109513282776, 0.23989807069301605, 0.1374475210905075, 0.22427316009998322, 0.33089154958724976, 0.38992753624916077, 0.14410248398780823]	[0.39266136288642883, 0.3162893056869507, 0.21704185009002686, 0.29923614859580994, 0.4253079891204834, 0.44769999384880066, 0.2275276780128479]	[0, 1, 2, 3, 4, 5, 6]
0.9281	83.59	53500	1.1239	0.2561	0.3934	0.2737	0.2561	-1.0	-1.0	0.2226	0.3338	0.3338	0.3338	-1.0	-1.0	[0.31389114260673523, 0.24228313565254211, 0.1386796087026596, 0.22620290517807007, 0.3334823548793793, 0.39271605014801025, 0.14563240110874176]	[0.3938855528831482, 0.31805720925331116, 0.2183230072259903, 0.3009539842605591, 0.42726925015449524, 0.44945546984672546, 0.2288157194852829]	[0, 1, 2, 3, 4, 5, 6]
0.8653	84.38	54000	1.0924	0.2578	0.3952	0.2754	0.2578	-1.0	-1.0	0.2237	0.3354	0.3354	0.3354	-1.0	-1.0	[0.315106600522995, 0.24380050599575043, 0.13995368778705597, 0.22797514498233795, 0.3359430730342865, 0.39488911628723145, 0.14695100486278534]	[0.39509955048561096, 0.31968575716018677, 0.21961098909378052, 0.3027489483356476, 0.42926180362701416, 0.45143863558769226, 0.23008930683135986]	[0, 1, 2, 3, 4, 5, 6]
0.8345	85.16	54500	1.1562	0.2594	0.3977	0.2778	0.2594	-1.0	-1.0	0.2246	0.3369	0.3369	0.3369	-1.0	-1.0	[0.3165804445743561, 0.24580344557762146, 0.14057014882564545, 0.2296101450920105, 0.33843737840652466, 0.39689549803733826, 0.14809773862361908]	[0.3962390720844269, 0.3212288022041321, 0.22074666619300842, 0.3044189214706421, 0.43118008971214294, 0.453309565782547, 0.23127539455890656]	[0, 1, 2, 3, 4, 5, 6]
0.935	85.94	55000	1.0993	0.2610	0.3991	0.2798	0.2610	-1.0	-1.0	0.2256	0.3385	0.3385	0.3385	-1.0	-1.0	[0.31773683428764343, 0.24742969870567322, 0.1413785070180893, 0.23119401931762695, 0.340358704328537, 0.39966636896133423, 0.14942407608032227]	[0.39745262265205383, 0.32293662428855896, 0.22188419103622437, 0.30613085627555847, 0.43311747908592224, 0.45521411299705505, 0.23248779773712158]	[0, 1, 2, 3, 4, 5, 6]
0.8335	86.72	55500	1.0813	0.2626	0.4006	0.2814	0.2626	-1.0	-1.0	0.2266	0.3400	0.3400	0.3400	-1.0	-1.0	[0.3188647925853729, 0.24917103350162506, 0.14266985654830933, 0.23321840167045593, 0.3422880470752716, 0.40139272809028625, 0.15093566477298737]	[0.3986016809940338, 0.32461369037628174, 0.2230844646692276, 0.3078930079936981, 0.43495413661003113, 0.45695778727531433, 0.23369023203849792]	[0, 1, 2, 3, 4, 5, 6]
0.9013	87.5	56000	1.0935	0.2643	0.4024	0.2840	0.2643	-1.0	-1.0	0.2275	0.3414	0.3414	0.3414	-1.0	-1.0	[0.3207457959651947, 0.2506600618362427, 0.14368991553783417, 0.23426273465156555, 0.3447193503379822, 0.40385517477989197, 0.1522432267665863]	[0.399725079536438, 0.32615259289741516, 0.22432667016983032, 0.3094167113304138, 0.43683138489723206, 0.4587588608264923, 0.23490555584430695]	[0, 1, 2, 3, 4, 5, 6]
0.8493	88.28	56500	1.1127	0.2662	0.4037	0.2856	0.2662	-1.0	-1.0	0.2285	0.3430	0.3430	0.3430	-1.0	-1.0	[0.3219901919364929, 0.2527844309806824, 0.1446000337600708, 0.23651152849197388, 0.34774136543273926, 0.40631386637687683, 0.15377303957939148]	[0.4008473753929138, 0.3279699683189392, 0.22549724578857422, 0.311124712228775, 0.43878045678138733, 0.4605865478515625, 0.2361944168806076]	[0, 1, 2, 3, 4, 5, 6]
0.8236	89.06	57000	1.0746	0.2684	0.4058	0.2881	0.2684	-1.0	-1.0	0.2295	0.3445	0.3445	0.3445	-1.0	-1.0	[0.32365232706069946, 0.25473299622535706, 0.14600147306919098, 0.23888789117336273, 0.35029536485671997, 0.4098081886768341, 0.15511035919189453]	[0.4018661379814148, 0.3295002579689026, 0.22673267126083374, 0.31283313035964966, 0.4406152367591858, 0.4624691903591156, 0.2374046891927719]	[0, 1, 2, 3, 4, 5, 6]
0.7476	89.84	57500	1.0491	0.2701	0.4077	0.2904	0.2701	-1.0	-1.0	0.2305	0.3461	0.3461	0.3461	-1.0	-1.0	[0.32512611150741577, 0.25677385926246643, 0.14725041389465332, 0.24099712073802948, 0.35212111473083496, 0.4122871160507202, 0.15622466802597046]	[0.4030149281024933, 0.3311725854873657, 0.22796671092510223, 0.31457799673080444, 0.44262856245040894, 0.4643837511539459, 0.2386176884174347]	[0, 1, 2, 3, 4, 5, 6]
0.845	90.62	58000	1.0391	0.2717	0.4101	0.2921	0.2717	-1.0	-1.0	0.2314	0.3475	0.3475	0.3475	-1.0	-1.0	[0.3263866603374481, 0.2585732936859131, 0.1484149843454361, 0.2425975203514099, 0.3543750047683716, 0.4138467609882355, 0.15736864507198334]	[0.40416887402534485, 0.33269593119621277, 0.22913536429405212, 0.31621822714805603, 0.444607138633728, 0.46590909361839294, 0.23980452120304108]	[0, 1, 2, 3, 4, 5, 6]
0.8801	91.41	58500	1.0362	0.2731	0.4113	0.2935	0.2731	-1.0	-1.0	0.2324	0.3489	0.3489	0.3489	-1.0	-1.0	[0.32764753699302673, 0.260421484708786, 0.1494179368019104, 0.24401891231536865, 0.3558345139026642, 0.41541850566864014, 0.15869934856891632]	[0.40527504682540894, 0.3343641459941864, 0.23031367361545563, 0.31765297055244446, 0.44645434617996216, 0.4674578011035919, 0.24107326567173004]	[0, 1, 2, 3, 4, 5, 6]
0.8057	92.19	59000	1.0802	0.2747	0.4131	0.2953	0.2747	-1.0	-1.0	0.2333	0.3504	0.3504	0.3504	-1.0	-1.0	[0.3290484547615051, 0.261924684047699, 0.15058311820030212, 0.2450467050075531, 0.3583703339099884, 0.41783881187438965, 0.15978896617889404]	[0.4063403904438019, 0.335880845785141, 0.23150277137756348, 0.3192393481731415, 0.44818899035453796, 0.4691273272037506, 0.2423076331615448]	[0, 1, 2, 3, 4, 5, 6]
0.8364	92.97	59500	1.0644	0.2764	0.4142	0.2979	0.2764	-1.0	-1.0	0.2342	0.3518	0.3518	0.3518	-1.0	-1.0	[0.33064794540405273, 0.26310494542121887, 0.15160790085792542, 0.24726790189743042, 0.3609471619129181, 0.42027997970581055, 0.16086260974407196]	[0.4074283838272095, 0.33729055523872375, 0.2326926738023758, 0.32071182131767273, 0.4500134289264679, 0.4709007441997528, 0.24341225624084473]	[0, 1, 2, 3, 4, 5, 6]
0.8684	93.75	60000	0.9989	0.2781	0.4156	0.2997	0.2781	-1.0	-1.0	0.2351	0.3532	0.3532	0.3532	-1.0	-1.0	[0.33202818036079407, 0.26524290442466736, 0.152442067861557, 0.24876125156879425, 0.36294373869895935, 0.4227156341075897, 0.16251923143863678]	[0.4085730314254761, 0.3388686776161194, 0.23382288217544556, 0.3220645785331726, 0.45181506872177124, 0.47255510091781616, 0.24458375573158264]	[0, 1, 2, 3, 4, 5, 6]
0.8243	94.53	60500	1.0308	0.2798	0.4167	0.3017	0.2798	-1.0	-1.0	0.2361	0.3546	0.3546	0.3546	-1.0	-1.0	[0.33315059542655945, 0.2673637270927429, 0.15366412699222565, 0.25071096420288086, 0.36503541469573975, 0.4245595633983612, 0.16381298005580902]	[0.4096628725528717, 0.34035563468933105, 0.2349071204662323, 0.3238125145435333, 0.45360955595970154, 0.474386990070343, 0.24572500586509705]	[0, 1, 2, 3, 4, 5, 6]
0.7726	95.31	61000	1.0308	0.2811	0.4188	0.3032	0.2811	-1.0	-1.0	0.2370	0.3561	0.3561	0.3561	-1.0	-1.0	[0.334644615650177, 0.2687603533267975, 0.15480013191699982, 0.25236111879348755, 0.36578890681266785, 0.42645925283432007, 0.1650378257036209]	[0.41087964177131653, 0.3419274687767029, 0.23602905869483948, 0.32540416717529297, 0.45544201135635376, 0.4760398268699646, 0.24688491225242615]	[0, 1, 2, 3, 4, 5, 6]
0.8224	96.09	61500	1.0665	0.2825	0.4205	0.3046	0.2825	-1.0	-1.0	0.2379	0.3575	0.3575	0.3575	-1.0	-1.0	[0.3356887400150299, 0.270687073469162, 0.15587256848812103, 0.2533589005470276, 0.3679884076118469, 0.427993506193161, 0.16625407338142395]	[0.41197147965431213, 0.34355753660202026, 0.23712871968746185, 0.32689398527145386, 0.4571593105792999, 0.47775986790657043, 0.24796830117702484]	[0, 1, 2, 3, 4, 5, 6]
0.782	96.88	62000	1.0066	0.2845	0.4227	0.3077	0.2845	-1.0	-1.0	0.2388	0.3589	0.3589	0.3589	-1.0	-1.0	[0.3373223841190338, 0.27250176668167114, 0.15714958310127258, 0.25480565428733826, 0.37089982628822327, 0.43106621503829956, 0.1675104945898056]	[0.41309627890586853, 0.3448973596096039, 0.2383091151714325, 0.32838764786720276, 0.4589262008666992, 0.4794788062572479, 0.24908243119716644]	[0, 1, 2, 3, 4, 5, 6]
0.7531	97.66	62500	1.0201	0.2861	0.4239	0.3092	0.2861	-1.0	-1.0	0.2397	0.3603	0.3603	0.3603	-1.0	-1.0	[0.3393549919128418, 0.2739318013191223, 0.1581399291753769, 0.2567703127861023, 0.3725869655609131, 0.4331088066101074, 0.16851994395256042]	[0.41427335143089294, 0.34615272283554077, 0.23941782116889954, 0.33001798391342163, 0.46086210012435913, 0.4812760353088379, 0.2502192556858063]	[0, 1, 2, 3, 4, 5, 6]
0.7591	98.44	63000	1.0092	0.2879	0.4249	0.3107	0.2879	-1.0	-1.0	0.2405	0.3617	0.3617	0.3617	-1.0	-1.0	[0.34043723344802856, 0.2754877507686615, 0.1592513918876648, 0.2589435875415802, 0.3758857548236847, 0.43556466698646545, 0.169664204120636]	[0.41535133123397827, 0.3475950062274933, 0.24051809310913086, 0.33159223198890686, 0.46269115805625916, 0.48302504420280457, 0.2513315975666046]	[0, 1, 2, 3, 4, 5, 6]
0.8396	99.22	63500	1.0428	0.2892	0.4259	0.3124	0.2892	-1.0	-1.0	0.2414	0.3630	0.3630	0.3630	-1.0	-1.0	[0.3414204716682434, 0.2765406370162964, 0.15995648503303528, 0.2607283294200897, 0.37773287296295166, 0.43706876039505005, 0.17061668634414673]	[0.4164183735847473, 0.3485850691795349, 0.24155816435813904, 0.33308175206184387, 0.46446266770362854, 0.4846424162387848, 0.25240010023117065]	[0, 1, 2, 3, 4, 5, 6]
0.7759	100.0	64000	1.0141	0.2906	0.4268	0.3141	0.2906	-1.0	-1.0	0.2422	0.3643	0.3643	0.3643	-1.0	-1.0	[0.34276220202445984, 0.27865204215049744, 0.1607096940279007, 0.26159897446632385, 0.3790518343448639, 0.43935513496398926, 0.17204682528972626]	[0.4175185561180115, 0.34998106956481934, 0.24253687262535095, 0.3344777226448059, 0.4658925533294678, 0.48632490634918213, 0.25357064604759216]	[0, 1, 2, 3, 4, 5, 6]

Framework versions

Transformers 4.33.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3

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detr-resnet-50_finetuned_detect-waste

This model is a fine-tuned version of facebook/detr-resnet-50 on the detect-waste dataset. It achieves the following results on the evaluation set:

Loss: 1.0141

Map: 0.2906

Map 50: 0.4268

Map 75: 0.3141

Map Small: 0.2906

Map Medium: -1.0

Map Large: -1.0

Mar 1: 0.2422

Mar 10: 0.3643

Mar 100: 0.3643

Mar Small: 0.3643

Mar Medium: -1.0

Mar Large: -1.0

Map Per Class: [0.34276220202445984, 0.27865204215049744, 0.1607096940279007, 0.26159897446632385, 0.3790518343448639, 0.43935513496398926, 0.17204682528972626]

Mar 100 Per Class: [0.4175185561180115, 0.34998106956481934, 0.24253687262535095, 0.3344777226448059, 0.4658925533294678, 0.48632490634918213, 0.25357064604759216]

Classes: [0, 1, 2, 3, 4, 5, 6]

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05

train_batch_size: 8

eval_batch_size: 8

seed: 42

optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08

lr_scheduler_type: linear

num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Per Class	Mar 100 Per Class	Classes
4.1468	0.78	500	4.0411	0.0087	0.0192	0.0071	0.0087	-1.0	-1.0	0.0167	0.0324	0.0324	0.0324	-1.0	-1.0	[0.04623645916581154, 0.0, 0.0008125691674649715, 0.0, 0.012627051211893559, 0.0, 0.0012919838773086667]	[0.1765443980693817, 0.0, 0.010891089215874672, 0.0, 0.01826483942568302, 0.0, 0.021276595070958138]	[0, 1, 2, 3, 4, 5, 6]
4.194	1.56	1000	4.0133	0.0095	0.0202	0.0078	0.0095	-1.0	-1.0	0.0185	0.0342	0.0342	0.0342	-1.0	-1.0	[0.048249680548906326, 0.0, 0.0006883515743538737, 0.0, 0.016567163169384003, 0.0, 0.0011674906127154827]	[0.17282818257808685, 0.0, 0.009735973551869392, 0.0, 0.032420091331005096, 0.0, 0.024113474413752556]	[0, 1, 2, 3, 4, 5, 6]
3.9605	2.34	1500	3.7443	0.0113	0.0240	0.0092	0.0113	-1.0	-1.0	0.0207	0.0389	0.0389	0.0389	-1.0	-1.0	[0.05232662707567215, 0.0, 0.008277339860796928, 0.0, 0.016159038990736008, 0.0, 0.0020039111841470003]	[0.18117760121822357, 0.0, 0.01171617116779089, 0.0, 0.04779299721121788, 0.0, 0.031610943377017975]	[0, 1, 2, 3, 4, 5, 6]
3.7367	3.12	2000	3.7225	0.0127	0.0271	0.0102	0.0127	-1.0	-1.0	0.0222	0.0429	0.0429	0.0429	-1.0	-1.0	[0.060713302344083786, 0.0, 0.008382072672247887, 0.0, 0.016689885407686234, 0.0001313720567850396, 0.0029707648791372776]	[0.1877654492855072, 0.0, 0.013902639970183372, 0.0, 0.05388128012418747, 0.005785123910754919, 0.03893110528588295]	[0, 1, 2, 3, 4, 5, 6]
3.6339	3.91	2500	3.6414	0.0151	0.0320	0.0126	0.0151	-1.0	-1.0	0.0241	0.0467	0.0467	0.0467	-1.0	-1.0	[0.06824539601802826, 0.0009900990407913923, 0.008812529034912586, 0.0, 0.022641275078058243, 9.549226524541155e-05, 0.004885945934802294]	[0.19152510166168213, 0.00024242424115072936, 0.01871287077665329, 0.0, 0.06410958617925644, 0.006446280982345343, 0.04555217921733856]	[0, 1, 2, 3, 4, 5, 6]
3.5368	4.69	3000	3.4403	0.0170	0.0349	0.0140	0.0170	-1.0	-1.0	0.0263	0.0502	0.0502	0.0502	-1.0	-1.0	[0.07444033771753311, 0.0013285944005474448, 0.0036969168577343225, 0.0, 0.02982231415808201, 0.0008005613344721496, 0.008707632310688496]	[0.19416023790836334, 0.0031313130166381598, 0.018261825665831566, 0.0, 0.06887366622686386, 0.009641873650252819, 0.05749746784567833]	[0, 1, 2, 3, 4, 5, 6]
3.3781	5.47	3500	3.2647	0.0196	0.0403	0.0162	0.0196	-1.0	-1.0	0.0283	0.0542	0.0542	0.0542	-1.0	-1.0	[0.07894252985715866, 0.003304258920252323, 0.005874663591384888, 0.00534653477370739, 0.032837092876434326, 0.0010820407187566161, 0.009714609943330288]	[0.20048262178897858, 0.004588744603097439, 0.019801979884505272, 0.0014829460997134447, 0.07756034284830093, 0.012514757923781872, 0.0631350427865982]	[0, 1, 2, 3, 4, 5, 6]
3.3963	6.25	4000	3.3014	0.0198	0.0406	0.0165	0.0198	-1.0	-1.0	0.0310	0.0586	0.0586	0.0586	-1.0	-1.0	[0.07857409864664078, 0.002693906659260392, 0.010952512733638287, 0.0014566973550245166, 0.03381899371743202, 0.0017245921771973372, 0.009445087984204292]	[0.20394545793533325, 0.006590908858925104, 0.023514851927757263, 0.0028114186134189367, 0.08607305586338043, 0.020454544574022293, 0.06689462810754776]	[0, 1, 2, 3, 4, 5, 6]
3.3532	7.03	4500	3.2767	0.0217	0.0446	0.0186	0.0217	-1.0	-1.0	0.0352	0.0648	0.0648	0.0648	-1.0	-1.0	[0.08428213000297546, 0.0030477724503725767, 0.012319584377110004, 0.0017159844283014536, 0.03654558211565018, 0.003238566452637315, 0.01057812012732029]	[0.207185760140419, 0.007003366947174072, 0.028456179425120354, 0.005613225512206554, 0.10152207314968109, 0.03379246965050697, 0.07021276652812958]	[0, 1, 2, 3, 4, 5, 6]
3.1127	7.81	5000	3.2209	0.0245	0.0498	0.0211	0.0245	-1.0	-1.0	0.0380	0.0696	0.0696	0.0696	-1.0	-1.0	[0.09061206132173538, 0.0029931419994682074, 0.012835826724767685, 0.003690356155857444, 0.03761321306228638, 0.012010062113404274, 0.011985357850790024]	[0.20946910977363586, 0.008363636210560799, 0.030462047085165977, 0.008373702876269817, 0.11018265038728714, 0.04512396827340126, 0.07545085996389389]	[0, 1, 2, 3, 4, 5, 6]
3.1775	8.59	5500	3.1662	0.0269	0.0539	0.0243	0.0269	-1.0	-1.0	0.0411	0.0743	0.0743	0.0743	-1.0	-1.0	[0.09162214398384094, 0.0012531784595921636, 0.014446384273469448, 0.008817446418106556, 0.04345640912652016, 0.015094032511115074, 0.013941464945673943]	[0.21342577040195465, 0.00909090880304575, 0.03360335901379585, 0.013306071050465107, 0.11743462085723877, 0.056423742324113846, 0.07680758833885193]	[0, 1, 2, 3, 4, 5, 6]
3.1419	9.38	6000	3.0182	0.0297	0.0584	0.0270	0.0297	-1.0	-1.0	0.0437	0.0782	0.0782	0.0782	-1.0	-1.0	[0.09514405578374863, 0.0025450591929256916, 0.016270553693175316, 0.0081990547478199, 0.046881288290023804, 0.020359132438898087, 0.01845024712383747]	[0.21765604615211487, 0.011666666716337204, 0.03633113205432892, 0.014359861612319946, 0.11845509707927704, 0.06893939524888992, 0.07989699393510818]	[0, 1, 2, 3, 4, 5, 6]
3.0921	10.16	6500	3.0030	0.0302	0.0610	0.0256	0.0302	-1.0	-1.0	0.0463	0.0827	0.0827	0.0827	-1.0	-1.0	[0.09758389741182327, 0.006373511627316475, 0.01742025651037693, 0.008713486604392529, 0.048744086176157, 0.019423358142375946, 0.013462764210999012]	[0.21828779578208923, 0.01557109598070383, 0.04075907543301582, 0.01892467401921749, 0.12395504117012024, 0.08010171353816986, 0.08163821697235107]	[0, 1, 2, 3, 4, 5, 6]
2.964	10.94	7000	2.9448	0.0331	0.0657	0.0288	0.0331	-1.0	-1.0	0.0499	0.0877	0.0877	0.0877	-1.0	-1.0	[0.10320653021335602, 0.007576418109238148, 0.018034495413303375, 0.011375959031283855, 0.052645713090896606, 0.02358655259013176, 0.014970344491302967]	[0.22245587408542633, 0.019740259274840355, 0.042126353830099106, 0.02360355854034424, 0.1306588351726532, 0.0916765034198761, 0.08358662575483322]	[0, 1, 2, 3, 4, 5, 6]
2.9554	11.72	7500	2.8727	0.0357	0.0710	0.0314	0.0357	-1.0	-1.0	0.0529	0.0920	0.0920	0.0920	-1.0	-1.0	[0.1065044030547142, 0.008357521146535873, 0.01859544776380062, 0.012739308178424835, 0.05574037879705429, 0.029986992478370667, 0.017998481169342995]	[0.22563062608242035, 0.023838384076952934, 0.045775577425956726, 0.02758938819169998, 0.1338508427143097, 0.10088153928518295, 0.08644376695156097]	[0, 1, 2, 3, 4, 5, 6]
2.6755	12.5	8000	2.7571	0.0381	0.0766	0.0329	0.0381	-1.0	-1.0	0.0570	0.0973	0.0973	0.0973	-1.0	-1.0	[0.11142787337303162, 0.007701957132667303, 0.0196710005402565, 0.016465453431010246, 0.05648297443985939, 0.035306066274642944, 0.019693374633789062]	[0.22848697006702423, 0.026174241676926613, 0.0493193082511425, 0.03451557084918022, 0.13941210508346558, 0.11265496164560318, 0.09084979444742203]	[0, 1, 2, 3, 4, 5, 6]
2.7857	13.28	8500	2.7355	0.0411	0.0814	0.0362	0.0411	-1.0	-1.0	0.0601	0.1016	0.1016	0.1016	-1.0	-1.0	[0.11556719243526459, 0.010197699069976807, 0.02036297507584095, 0.018473459407687187, 0.05874854698777199, 0.042199619114398956, 0.022376172244548798]	[0.2314615100622177, 0.030053475871682167, 0.05247524753212929, 0.03916141018271446, 0.14496374130249023, 0.11988332867622375, 0.09348590672016144]	[0, 1, 2, 3, 4, 5, 6]
2.4419	14.06	9000	2.5641	0.0439	0.0874	0.0385	0.0439	-1.0	-1.0	0.0640	0.1069	0.1069	0.1069	-1.0	-1.0	[0.11788569390773773, 0.012564579956233501, 0.02252984419465065, 0.01985805667936802, 0.06335312873125076, 0.04805980622768402, 0.02310897968709469]	[0.23441119492053986, 0.03670033812522888, 0.057132378220558167, 0.045463282614946365, 0.14961948990821838, 0.12920109927654266, 0.09600923210382462]	[0, 1, 2, 3, 4, 5, 6]
2.5962	14.84	9500	2.6140	0.0463	0.0923	0.0405	0.0463	-1.0	-1.0	0.0672	0.1116	0.1116	0.1116	-1.0	-1.0	[0.12200454622507095, 0.011156002059578896, 0.023570792749524117, 0.02225014939904213, 0.06721360236406326, 0.05404386296868324, 0.02417328953742981]	[0.2358311265707016, 0.04146730527281761, 0.059996526688337326, 0.05144782364368439, 0.1566450446844101, 0.13732057809829712, 0.09836826473474503]	[0, 1, 2, 3, 4, 5, 6]
2.5992	15.62	10000	2.6493	0.0478	0.0964	0.0416	0.0478	-1.0	-1.0	0.0701	0.1156	0.1156	0.1156	-1.0	-1.0	[0.11906087398529053, 0.013203187845647335, 0.023804809898138046, 0.023666758090257645, 0.07104818522930145, 0.060628872364759445, 0.02351595088839531]	[0.2391698807477951, 0.045818183571100235, 0.06427393108606339, 0.055276814848184586, 0.1593150645494461, 0.1476859450340271, 0.09775582700967789]	[0, 1, 2, 3, 4, 5, 6]
2.6462	16.41	10500	2.5972	0.0497	0.0992	0.0443	0.0497	-1.0	-1.0	0.0725	0.1193	0.1193	0.1193	-1.0	-1.0	[0.125301331281662, 0.015778768807649612, 0.02504820004105568, 0.025865115225315094, 0.0740809291601181, 0.058498892933130264, 0.02366984821856022]	[0.2426043450832367, 0.05085137113928795, 0.06543297320604324, 0.058691710233688354, 0.16227440536022186, 0.1550177037715912, 0.09991797804832458]	[0, 1, 2, 3, 4, 5, 6]
2.4706	17.19	11000	2.4914	0.0524	0.1040	0.0465	0.0524	-1.0	-1.0	0.0760	0.1238	0.1238	0.1238	-1.0	-1.0	[0.12998996675014496, 0.015761325135827065, 0.02641410008072853, 0.028352826833724976, 0.07700449973344803, 0.06418990343809128, 0.02509688399732113]	[0.245647594332695, 0.055867768824100494, 0.06862436234951019, 0.06473734229803085, 0.16654212772846222, 0.16367392241954803, 0.10171778500080109]	[0, 1, 2, 3, 4, 5, 6]
2.4022	17.97	11500	2.6025	0.0538	0.1067	0.0488	0.0538	-1.0	-1.0	0.0779	0.1267	0.1267	0.1267	-1.0	-1.0	[0.13130246102809906, 0.01669127121567726, 0.026978671550750732, 0.030373232439160347, 0.07948648184537888, 0.06546752899885178, 0.026632554829120636]	[0.24881651997566223, 0.05733860284090042, 0.0698235034942627, 0.06813599914312363, 0.16934683918952942, 0.1705354005098343, 0.10290295630693436]	[0, 1, 2, 3, 4, 5, 6]
2.3806	18.75	12000	2.4377	0.0565	0.1116	0.0510	0.0565	-1.0	-1.0	0.0809	0.1307	0.1307	0.1307	-1.0	-1.0	[0.13539382815361023, 0.019166018813848495, 0.028394022956490517, 0.03170689195394516, 0.08289874345064163, 0.0700925663113594, 0.028070559725165367]	[0.2516007125377655, 0.06212121248245239, 0.07227034866809845, 0.07164071500301361, 0.17606544494628906, 0.1762741059064865, 0.1052769348025322]	[0, 1, 2, 3, 4, 5, 6]
2.3381	19.53	12500	2.3298	0.0595	0.1170	0.0539	0.0595	-1.0	-1.0	0.0841	0.1354	0.1354	0.1354	-1.0	-1.0	[0.14168289303779602, 0.02123761549592018, 0.029218005016446114, 0.03483952209353447, 0.08439919352531433, 0.07521592825651169, 0.029624762013554573]	[0.254447877407074, 0.06652121245861053, 0.07486468553543091, 0.07665052264928818, 0.18379908800125122, 0.1837686002254486, 0.10760283470153809]	[0, 1, 2, 3, 4, 5, 6]
2.1834	20.31	13000	2.2925	0.0619	0.1218	0.0563	0.0619	-1.0	-1.0	0.0868	0.1392	0.1392	0.1392	-1.0	-1.0	[0.14434954524040222, 0.023596107959747314, 0.029413597658276558, 0.03724164515733719, 0.08747584372758865, 0.07988733053207397, 0.031240329146385193]	[0.2572765052318573, 0.07151515036821365, 0.07733561843633652, 0.08106201887130737, 0.18765367567539215, 0.19011442363262177, 0.10954329371452332]	[0, 1, 2, 3, 4, 5, 6]
2.3694	21.09	13500	2.2980	0.0643	0.1250	0.0596	0.0643	-1.0	-1.0	0.0896	0.1431	0.1431	0.1431	-1.0	-1.0	[0.14629203081130981, 0.02630077488720417, 0.03064255230128765, 0.03969859704375267, 0.08952046930789948, 0.08544820547103882, 0.032189808785915375]	[0.26002073287963867, 0.07739618420600891, 0.07984354346990585, 0.08463411778211594, 0.19238965213298798, 0.19605141878128052, 0.11159518361091614]	[0, 1, 2, 3, 4, 5, 6]
2.1876	21.88	14000	2.2552	0.0664	0.1299	0.0615	0.0664	-1.0	-1.0	0.0920	0.1466	0.1466	0.1466	-1.0	-1.0	[0.14918148517608643, 0.029802532866597176, 0.030558602884411812, 0.04181119427084923, 0.0926012173295021, 0.088821642100811, 0.03230477496981621]	[0.2630963921546936, 0.08175324648618698, 0.08174210041761398, 0.08892733603715897, 0.19709719717502594, 0.20020660758018494, 0.11349327117204666]	[0, 1, 2, 3, 4, 5, 6]
2.22	22.66	14500	2.1956	0.0696	0.1349	0.0645	0.0696	-1.0	-1.0	0.0949	0.1506	0.1506	0.1506	-1.0	-1.0	[0.1518896371126175, 0.033730532974004745, 0.03175903856754303, 0.044416192919015884, 0.09609058499336243, 0.09530041366815567, 0.03383677080273628]	[0.2656303942203522, 0.08649947494268417, 0.08476158231496811, 0.09331821650266647, 0.20168477296829224, 0.2064690738916397, 0.11557488888502121]	[0, 1, 2, 3, 4, 5, 6]
2.2025	23.44	15000	2.2126	0.0726	0.1407	0.0675	0.0726	-1.0	-1.0	0.0976	0.1543	0.1543	0.1543	-1.0	-1.0	[0.15515004098415375, 0.03552235662937164, 0.03365291655063629, 0.0472525879740715, 0.09961769729852676, 0.09976397454738617, 0.037467099726200104]	[0.2683526277542114, 0.09155555814504623, 0.08699669688940048, 0.09794694185256958, 0.2053728997707367, 0.21250689029693604, 0.11715974658727646]	[0, 1, 2, 3, 4, 5, 6]
2.1936	24.22	15500	2.1662	0.0751	0.1462	0.0694	0.0751	-1.0	-1.0	0.1005	0.1580	0.1580	0.1580	-1.0	-1.0	[0.15799090266227722, 0.03928203508257866, 0.034626252949237823, 0.048913635313510895, 0.1035238727927208, 0.10347861051559448, 0.03808673098683357]	[0.27103936672210693, 0.09616813063621521, 0.08940700441598892, 0.10285746306180954, 0.21057593822479248, 0.21770194172859192, 0.11854757368564606]	[0, 1, 2, 3, 4, 5, 6]
2.2018	25.0	16000	2.2816	0.0772	0.1496	0.0717	0.0772	-1.0	-1.0	0.1024	0.1605	0.1605	0.1605	-1.0	-1.0	[0.15951977670192719, 0.040796443819999695, 0.035473428666591644, 0.05021883174777031, 0.10709941387176514, 0.1077590137720108, 0.039515502750873566]	[0.2728523313999176, 0.09820076078176498, 0.09194513410329819, 0.10459558665752411, 0.21406963467597961, 0.22213326394557953, 0.11955104023218155]	[0, 1, 2, 3, 4, 5, 6]
2.069	25.78	16500	2.2788	0.0799	0.1544	0.0744	0.0799	-1.0	-1.0	0.1048	0.1637	0.1637	0.1637	-1.0	-1.0	[0.1624949425458908, 0.043188855051994324, 0.03846662491559982, 0.052888572216033936, 0.11016106605529785, 0.11159937083721161, 0.04036788269877434]	[0.27505558729171753, 0.10233241319656372, 0.095039501786232, 0.10908042639493942, 0.2170056700706482, 0.22714750468730927, 0.12026649713516235]	[0, 1, 2, 3, 4, 5, 6]
2.2388	26.56	17000	2.1393	0.0822	0.1584	0.0767	0.0822	-1.0	-1.0	0.1072	0.1670	0.1670	0.1670	-1.0	-1.0	[0.16449908912181854, 0.04439976066350937, 0.03944051265716553, 0.054946914315223694, 0.11398687958717346, 0.11732934415340424, 0.04113543778657913]	[0.27652451395988464, 0.10696969926357269, 0.09715589135885239, 0.11262975633144379, 0.22107172012329102, 0.23228001594543457, 0.12206925451755524]	[0, 1, 2, 3, 4, 5, 6]
2.002	27.34	17500	2.1429	0.0848	0.1634	0.0789	0.0848	-1.0	-1.0	0.1097	0.1701	0.1701	0.1701	-1.0	-1.0	[0.16622968018054962, 0.04853104427456856, 0.04015907645225525, 0.05710913985967636, 0.11814910173416138, 0.11969507485628128, 0.043414726853370667]	[0.2779178023338318, 0.11163636296987534, 0.09929750114679337, 0.11634206771850586, 0.22536203265190125, 0.2366705983877182, 0.12360689043998718]	[0, 1, 2, 3, 4, 5, 6]
1.8305	28.12	18000	2.0416	0.0876	0.1682	0.0819	0.0876	-1.0	-1.0	0.1123	0.1736	0.1736	0.1736	-1.0	-1.0	[0.1689627468585968, 0.05172034725546837, 0.04114536941051483, 0.06016615405678749, 0.12208609282970428, 0.12335427850484848, 0.04596796631813049]	[0.28000858426094055, 0.11762626469135284, 0.10105427354574203, 0.12081891298294067, 0.22976915538311005, 0.2406795173883438, 0.12553754448890686]	[0, 1, 2, 3, 4, 5, 6]
1.9246	28.91	18500	2.0548	0.0902	0.1726	0.0845	0.0902	-1.0	-1.0	0.1147	0.1769	0.1769	0.1769	-1.0	-1.0	[0.17139744758605957, 0.05572446435689926, 0.04115204140543938, 0.06324263662099838, 0.1263333410024643, 0.12660689651966095, 0.04671153053641319]	[0.28168630599975586, 0.12232596427202225, 0.10400499403476715, 0.12460488080978394, 0.23404911160469055, 0.24453875422477722, 0.12732824683189392]	[0, 1, 2, 3, 4, 5, 6]
2.0712	29.69	19000	2.0686	0.0927	0.1770	0.0870	0.0927	-1.0	-1.0	0.1169	0.1801	0.1801	0.1801	-1.0	-1.0	[0.1739092618227005, 0.0565057098865509, 0.04212590306997299, 0.06619900465011597, 0.13020069897174835, 0.13175153732299805, 0.048211514949798584]	[0.28365930914878845, 0.1268102079629898, 0.1058841422200203, 0.12817338109016418, 0.2378995418548584, 0.24880382418632507, 0.12912601232528687]	[0, 1, 2, 3, 4, 5, 6]
1.8114	30.47	19500	2.0090	0.0957	0.1815	0.0893	0.0957	-1.0	-1.0	0.1192	0.1832	0.1832	0.1832	-1.0	-1.0	[0.17668937146663666, 0.060196880251169205, 0.04316006973385811, 0.06869190186262131, 0.134142205119133, 0.13747332990169525, 0.049689896404743195]	[0.2853875756263733, 0.13062937557697296, 0.10824659466743469, 0.13195812702178955, 0.24280528724193573, 0.25331637263298035, 0.13033278286457062]	[0, 1, 2, 3, 4, 5, 6]
1.8545	31.25	20000	1.8640	0.1000	0.1882	0.0943	0.1000	-1.0	-1.0	0.1220	0.1871	0.1871	0.1871	-1.0	-1.0	[0.17970405519008636, 0.06414728611707687, 0.04569493606686592, 0.07412267476320267, 0.13957497477531433, 0.1450406312942505, 0.05184954032301903]	[0.28745174407958984, 0.13636364042758942, 0.11039604246616364, 0.13654844462871552, 0.2473972588777542, 0.25890496373176575, 0.13267983496189117]	[0, 1, 2, 3, 4, 5, 6]
1.8498	32.03	20500	1.8956	0.1032	0.1936	0.0969	0.1032	-1.0	-1.0	0.1244	0.1906	0.1906	0.1906	-1.0	-1.0	[0.18263494968414307, 0.06708105653524399, 0.046513475477695465, 0.07773694396018982, 0.14296144247055054, 0.15190638601779938, 0.053776174783706665]	[0.2898060083389282, 0.14060606062412262, 0.11237623542547226, 0.14104144275188446, 0.25213274359703064, 0.26371699571609497, 0.13437862694263458]	[0, 1, 2, 3, 4, 5, 6]
1.7807	32.81	21000	1.8849	0.1058	0.1978	0.0996	0.1058	-1.0	-1.0	0.1268	0.1937	0.1937	0.1937	-1.0	-1.0	[0.18508057296276093, 0.07147838175296783, 0.04737703502178192, 0.07961855083703995, 0.1454845517873764, 0.15771792829036713, 0.05387093871831894]	[0.29202979803085327, 0.14513708651065826, 0.11443108320236206, 0.14490030705928802, 0.25490322709083557, 0.26835891604423523, 0.13622570037841797]	[0, 1, 2, 3, 4, 5, 6]
1.7693	33.59	21500	1.8167	0.1082	0.2027	0.1019	0.1082	-1.0	-1.0	0.1290	0.1967	0.1967	0.1967	-1.0	-1.0	[0.18606284260749817, 0.07484107464551926, 0.04835912957787514, 0.08157777786254883, 0.14935535192489624, 0.16259758174419403, 0.05479986220598221]	[0.2938022017478943, 0.14931641519069672, 0.11614859104156494, 0.148426815867424, 0.2591802179813385, 0.27255430817604065, 0.13770410418510437]	[0, 1, 2, 3, 4, 5, 6]
1.7453	34.38	22000	1.8090	0.1113	0.2077	0.1052	0.1113	-1.0	-1.0	0.1313	0.1999	0.1999	0.1999	-1.0	-1.0	[0.18891556560993195, 0.0787239521741867, 0.04937181994318962, 0.08449568599462509, 0.15322794020175934, 0.1689060628414154, 0.05579029396176338]	[0.2957901954650879, 0.15378788113594055, 0.11824557185173035, 0.15204466879367828, 0.2632420063018799, 0.27685949206352234, 0.1396472305059433]	[0, 1, 2, 3, 4, 5, 6]
1.8001	35.16	22500	1.7838	0.1146	0.2127	0.1088	0.1146	-1.0	-1.0	0.1335	0.2030	0.2030	0.2030	-1.0	-1.0	[0.19174334406852722, 0.08240403980016708, 0.05114790424704552, 0.08605141937732697, 0.15808245539665222, 0.1754416525363922, 0.057301394641399384]	[0.2980480492115021, 0.1578047126531601, 0.120700404047966, 0.1550634354352951, 0.2666260898113251, 0.28123047947883606, 0.14118653535842896]	[0, 1, 2, 3, 4, 5, 6]
1.7384	35.94	23000	1.8036	0.1174	0.2165	0.1119	0.1174	-1.0	-1.0	0.1356	0.2059	0.2059	0.2059	-1.0	-1.0	[0.1949423998594284, 0.08474200963973999, 0.05296053737401962, 0.088404580950737, 0.1613713502883911, 0.18075096607208252, 0.058822985738515854]	[0.300113320350647, 0.1617918312549591, 0.12262161076068878, 0.15814653038978577, 0.2703295648097992, 0.28532159328460693, 0.14286154508590698]	[0, 1, 2, 3, 4, 5, 6]
1.7308	36.72	23500	1.7081	0.1206	0.2215	0.1155	0.1206	-1.0	-1.0	0.1379	0.2090	0.2090	0.2090	-1.0	-1.0	[0.19688330590724945, 0.0874597355723381, 0.05458848550915718, 0.0911809653043747, 0.16641899943351746, 0.1867956668138504, 0.06093086674809456]	[0.30188122391700745, 0.16584138572216034, 0.12504038214683533, 0.16180519759655, 0.27433207631111145, 0.2896430492401123, 0.14437904953956604]	[0, 1, 2, 3, 4, 5, 6]
1.6386	37.5	24000	1.7598	0.1241	0.2253	0.1199	0.1241	-1.0	-1.0	0.1401	0.2120	0.2120	0.2120	-1.0	-1.0	[0.19938696920871735, 0.09302081167697906, 0.05561578646302223, 0.09631506353616714, 0.17022699117660522, 0.19142889976501465, 0.0624491423368454]	[0.3034467399120331, 0.17077019810676575, 0.12714865803718567, 0.16521769762039185, 0.27807268500328064, 0.2932679057121277, 0.1461668312549591]	[0, 1, 2, 3, 4, 5, 6]
1.7212	38.28	24500	1.7361	0.1267	0.2303	0.1225	0.1267	-1.0	-1.0	0.1420	0.2149	0.2149	0.2149	-1.0	-1.0	[0.20129698514938354, 0.09607404470443726, 0.05763624981045723, 0.09819900244474411, 0.17313453555107117, 0.19651460647583008, 0.06392311304807663]	[0.3053010106086731, 0.17469388246536255, 0.12949080765247345, 0.16820846498012543, 0.28130650520324707, 0.29748693108558655, 0.14794781804084778]	[0, 1, 2, 3, 4, 5, 6]
1.5007	39.06	25000	1.7068	0.1294	0.2337	0.1254	0.1294	-1.0	-1.0	0.1439	0.2176	0.2176	0.2176	-1.0	-1.0	[0.20381218194961548, 0.09927998483181, 0.05934193357825279, 0.10101280361413956, 0.17670287191867828, 0.20033632218837738, 0.06550956517457962]	[0.30728572607040405, 0.17846061289310455, 0.13128052651882172, 0.17155016958713531, 0.2846940755844116, 0.3004628121852875, 0.14973454177379608]	[0, 1, 2, 3, 4, 5, 6]
1.6147	39.84	25500	1.7262	0.1321	0.2381	0.1289	0.1321	-1.0	-1.0	0.1460	0.2205	0.2205	0.2205	-1.0	-1.0	[0.20637443661689758, 0.10149955004453659, 0.06139121204614639, 0.101739302277565, 0.18070530891418457, 0.2046823352575302, 0.06848781555891037]	[0.30909985303878784, 0.18267379701137543, 0.13362130522727966, 0.17453694343566895, 0.28829798102378845, 0.3038405478000641, 0.15139558911323547]	[0, 1, 2, 3, 4, 5, 6]
1.5141	40.62	26000	1.7278	0.1348	0.2422	0.1314	0.1348	-1.0	-1.0	0.1479	0.2231	0.2231	0.2231	-1.0	-1.0	[0.2083674520254135, 0.10427972674369812, 0.06303983926773071, 0.10368069261312485, 0.18451228737831116, 0.21048979461193085, 0.06922110170125961]	[0.31071242690086365, 0.1856759935617447, 0.13551345467567444, 0.1775086522102356, 0.2913241982460022, 0.3082008957862854, 0.15268296003341675]	[0, 1, 2, 3, 4, 5, 6]
1.4385	41.41	26500	1.6737	0.1371	0.2454	0.1348	0.1371	-1.0	-1.0	0.1497	0.2256	0.2256	0.2256	-1.0	-1.0	[0.21084575355052948, 0.10635006427764893, 0.06430502980947495, 0.10656581819057465, 0.18613353371620178, 0.21510617434978485, 0.07017965614795685]	[0.3124080300331116, 0.18867924809455872, 0.13702596724033356, 0.18037474155426025, 0.2946583926677704, 0.3123031258583069, 0.15406128764152527]	[0, 1, 2, 3, 4, 5, 6]
1.4519	42.19	27000	1.6628	0.1396	0.2499	0.1371	0.1396	-1.0	-1.0	0.1514	0.2281	0.2281	0.2281	-1.0	-1.0	[0.21279378235340118, 0.10987628996372223, 0.06571341305971146, 0.1084621325135231, 0.1897042989730835, 0.21943020820617676, 0.07122423499822617]	[0.3142070770263672, 0.1921885460615158, 0.13871164619922638, 0.18352556228637695, 0.29725182056427, 0.3155188262462616, 0.15546737611293793]	[0, 1, 2, 3, 4, 5, 6]
1.538	42.97	27500	1.6760	0.1427	0.2541	0.1399	0.1427	-1.0	-1.0	0.1532	0.2308	0.2308	0.2308	-1.0	-1.0	[0.21556733548641205, 0.11342202872037888, 0.06732655316591263, 0.11160027235746384, 0.19317805767059326, 0.22488607466220856, 0.07287413626909256]	[0.3162986934185028, 0.19509641826152802, 0.1405220478773117, 0.1862032115459442, 0.30072230100631714, 0.31980466842651367, 0.15693101286888123]	[0, 1, 2, 3, 4, 5, 6]
1.6061	43.75	28000	1.6461	0.1455	0.2585	0.1434	0.1455	-1.0	-1.0	0.1551	0.2334	0.2334	0.2334	-1.0	-1.0	[0.2179284244775772, 0.11804981529712677, 0.0686318427324295, 0.11424344778060913, 0.196621835231781, 0.22896119952201843, 0.07397373765707016]	[0.3179588317871094, 0.19867965579032898, 0.14226190745830536, 0.18921156227588654, 0.30400359630584717, 0.32350945472717285, 0.1582772433757782]	[0, 1, 2, 3, 4, 5, 6]
1.5999	44.53	28500	1.6499	0.1482	0.2614	0.1461	0.1482	-1.0	-1.0	0.1567	0.2357	0.2357	0.2357	-1.0	-1.0	[0.2203698754310608, 0.12020596116781235, 0.07041482627391815, 0.11792736500501633, 0.19977207481861115, 0.2334306240081787, 0.07521776854991913]	[0.31949469447135925, 0.2019670456647873, 0.14413757622241974, 0.19179263710975647, 0.30652087926864624, 0.3264607787132263, 0.15956202149391174]	[0, 1, 2, 3, 4, 5, 6]
1.4135	45.31	29000	1.5887	0.1509	0.2652	0.1491	0.1509	-1.0	-1.0	0.1585	0.2383	0.2383	0.2383	-1.0	-1.0	[0.22293353080749512, 0.12379045784473419, 0.07232733815908432, 0.12009650468826294, 0.20234964787960052, 0.23802727460861206, 0.07673442363739014]	[0.32130709290504456, 0.20496343076229095, 0.1461704820394516, 0.194487527012825, 0.3094630837440491, 0.33020803332328796, 0.16118156909942627]	[0, 1, 2, 3, 4, 5, 6]
1.3849	46.09	29500	1.5587	0.1534	0.2696	0.1529	0.1534	-1.0	-1.0	0.1603	0.2409	0.2409	0.2409	-1.0	-1.0	[0.22550000250339508, 0.126255065202713, 0.07389067113399506, 0.12276104837656021, 0.20572707056999207, 0.24077364802360535, 0.07866828143596649]	[0.323210209608078, 0.20810477435588837, 0.14789114892482758, 0.19780071079730988, 0.313141405582428, 0.3335341215133667, 0.16273246705532074]	[0, 1, 2, 3, 4, 5, 6]
1.3678	46.88	30000	1.6096	0.1558	0.2722	0.1555	0.1558	-1.0	-1.0	0.1620	0.2433	0.2433	0.2433	-1.0	-1.0	[0.22747229039669037, 0.12818685173988342, 0.07569180428981781, 0.12502236664295197, 0.20901745557785034, 0.24479806423187256, 0.08022068440914154]	[0.3249678313732147, 0.21116161346435547, 0.14949944615364075, 0.20055362582206726, 0.31560882925987244, 0.33657023310661316, 0.16441743075847626]	[0, 1, 2, 3, 4, 5, 6]
1.5416	47.66	30500	1.5705	0.1582	0.2763	0.1582	0.1582	-1.0	-1.0	0.1636	0.2456	0.2456	0.2456	-1.0	-1.0	[0.22910533845424652, 0.13224217295646667, 0.07711625099182129, 0.1279756724834442, 0.2114134281873703, 0.24824558198451996, 0.08149348199367523]	[0.32661086320877075, 0.21458519995212555, 0.1511010080575943, 0.20336377620697021, 0.31837713718414307, 0.33922234177589417, 0.1660820096731186]	[0, 1, 2, 3, 4, 5, 6]
1.5698	48.44	31000	1.5384	0.1607	0.2796	0.1615	0.1607	-1.0	-1.0	0.1652	0.2480	0.2480	0.2480	-1.0	-1.0	[0.23130907118320465, 0.1348022222518921, 0.07854016125202179, 0.13033372163772583, 0.21463152766227722, 0.2524957060813904, 0.08308678865432739]	[0.3283239006996155, 0.2169794738292694, 0.15278132259845734, 0.20617814362049103, 0.32176315784454346, 0.34209543466567993, 0.1676422506570816]	[0, 1, 2, 3, 4, 5, 6]
1.4281	49.22	31500	1.5423	0.1635	0.2828	0.1651	0.1635	-1.0	-1.0	0.1669	0.2503	0.2503	0.2503	-1.0	-1.0	[0.2337646633386612, 0.13741059601306915, 0.0802868977189064, 0.1331375390291214, 0.2190386801958084, 0.2564108967781067, 0.0843500867486]	[0.33013421297073364, 0.2201346755027771, 0.15410970151424408, 0.2087274193763733, 0.32478800415992737, 0.3452184200286865, 0.1692124605178833]	[0, 1, 2, 3, 4, 5, 6]
1.5232	50.0	32000	1.5577	0.1656	0.2860	0.1669	0.1656	-1.0	-1.0	0.1684	0.2525	0.2525	0.2525	-1.0	-1.0	[0.23572662472724915, 0.1402345597743988, 0.08165154606103897, 0.1347123384475708, 0.2218606323003769, 0.25896695256233215, 0.08578291535377502]	[0.3317522406578064, 0.22330492734909058, 0.15557962656021118, 0.21121864020824432, 0.32721176743507385, 0.3473915159702301, 0.1707620918750763]	[0, 1, 2, 3, 4, 5, 6]
1.4718	50.78	32500	1.5329	0.1679	0.2890	0.1697	0.1679	-1.0	-1.0	0.1700	0.2547	0.2547	0.2547	-1.0	-1.0	[0.23852567374706268, 0.1429818868637085, 0.08330734819173813, 0.13681721687316895, 0.22413747012615204, 0.26250723004341125, 0.08725880831480026]	[0.3335283696651459, 0.22599533200263977, 0.15709824860095978, 0.2133883386850357, 0.3300948441028595, 0.3500826358795166, 0.1724136918783188]	[0, 1, 2, 3, 4, 5, 6]
1.5368	51.56	33000	1.5226	0.1703	0.2917	0.1724	0.1703	-1.0	-1.0	0.1714	0.2567	0.2567	0.2567	-1.0	-1.0	[0.24014446139335632, 0.14406023919582367, 0.08496519178152084, 0.13978202641010284, 0.22792623937129974, 0.2665834128856659, 0.08841584622859955]	[0.3352448344230652, 0.22808080911636353, 0.15874338150024414, 0.21567054092884064, 0.3328075408935547, 0.352955162525177, 0.17364373803138733]	[0, 1, 2, 3, 4, 5, 6]
1.3778	52.34	33500	1.4644	0.1729	0.2959	0.1754	0.1729	-1.0	-1.0	0.1730	0.2591	0.2591	0.2591	-1.0	-1.0	[0.2424972951412201, 0.14849114418029785, 0.08599013835191727, 0.14239133894443512, 0.23136775195598602, 0.26967743039131165, 0.08995284140110016]	[0.33695903420448303, 0.2317141592502594, 0.1604699343442917, 0.21840624511241913, 0.3351666331291199, 0.3555569350719452, 0.1751621812582016]	[0, 1, 2, 3, 4, 5, 6]
1.2753	53.12	34000	1.4789	0.1753	0.2984	0.1786	0.1753	-1.0	-1.0	0.1746	0.2614	0.2614	0.2614	-1.0	-1.0	[0.2448333203792572, 0.15089264512062073, 0.08769001066684723, 0.1446457952260971, 0.2337132841348648, 0.27418655157089233, 0.0914132297039032]	[0.33877894282341003, 0.23455436527729034, 0.16229130327701569, 0.22096478939056396, 0.3380137085914612, 0.35878705978393555, 0.17660170793533325]	[0, 1, 2, 3, 4, 5, 6]
1.3929	53.91	34500	1.4726	0.1776	0.3009	0.1813	0.1776	-1.0	-1.0	0.1761	0.2635	0.2635	0.2635	-1.0	-1.0	[0.24712836742401123, 0.15434853732585907, 0.08864349126815796, 0.14744579792022705, 0.23680062592029572, 0.27693623304367065, 0.09224053472280502]	[0.340232789516449, 0.23757575452327728, 0.1638350784778595, 0.22334888577461243, 0.34065911173820496, 0.3610851466655731, 0.17764268815517426]	[0, 1, 2, 3, 4, 5, 6]
1.3218	54.69	35000	1.4250	0.1802	0.3055	0.1838	0.1802	-1.0	-1.0	0.1775	0.2656	0.2656	0.2656	-1.0	-1.0	[0.2493417114019394, 0.15740056335926056, 0.08998408913612366, 0.15052294731140137, 0.2398378998041153, 0.2808479070663452, 0.09363849461078644]	[0.3417774438858032, 0.24019047617912292, 0.16550683975219727, 0.22571922838687897, 0.34335291385650635, 0.36390790343284607, 0.17897234857082367]	[0, 1, 2, 3, 4, 5, 6]
1.3176	55.47	35500	1.4067	0.1827	0.3080	0.1869	0.1827	-1.0	-1.0	0.1790	0.2678	0.2678	0.2678	-1.0	-1.0	[0.2508467435836792, 0.16055212914943695, 0.09181094914674759, 0.15233220160007477, 0.24301283061504364, 0.285194456577301, 0.09526713937520981]	[0.34326499700546265, 0.24291080236434937, 0.1671036183834076, 0.22774988412857056, 0.3466396629810333, 0.36645326018333435, 0.1804557889699936]	[0, 1, 2, 3, 4, 5, 6]
1.22	56.25	36000	1.4432	0.1848	0.3107	0.1893	0.1848	-1.0	-1.0	0.1805	0.2699	0.2699	0.2699	-1.0	-1.0	[0.25353720784187317, 0.16321063041687012, 0.09297779947519302, 0.15274809300899506, 0.2463236004114151, 0.2882259488105774, 0.09666171669960022]	[0.3447769284248352, 0.24560606479644775, 0.16864915192127228, 0.2300509363412857, 0.3490169942378998, 0.3692837357521057, 0.1819247454404831]	[0, 1, 2, 3, 4, 5, 6]
1.2624	57.03	36500	1.4534	0.1872	0.3143	0.1927	0.1872	-1.0	-1.0	0.1820	0.2720	0.2720	0.2720	-1.0	-1.0	[0.2553740441799164, 0.16707704961299896, 0.09462162852287292, 0.1561412215232849, 0.24870790541172028, 0.2907980680465698, 0.09786700457334518]	[0.34625932574272156, 0.24872560799121857, 0.1702970266342163, 0.2324216663837433, 0.3513542115688324, 0.37167438864707947, 0.1831466555595398]	[0, 1, 2, 3, 4, 5, 6]
1.2334	57.81	37000	1.4128	0.1897	0.3171	0.1957	0.1897	-1.0	-1.0	0.1833	0.2740	0.2740	0.2740	-1.0	-1.0	[0.25749534368515015, 0.17012159526348114, 0.0956001728773117, 0.15746240317821503, 0.25159570574760437, 0.2954738736152649, 0.1000288873910904]	[0.34803688526153564, 0.2508763372898102, 0.1717308908700943, 0.23444309830665588, 0.3537949025630951, 0.37444716691970825, 0.18453818559646606]	[0, 1, 2, 3, 4, 5, 6]
1.1761	58.59	37500	1.3650	0.1918	0.3191	0.1981	0.1918	-1.0	-1.0	0.1847	0.2761	0.2761	0.2761	-1.0	-1.0	[0.25979435443878174, 0.17184627056121826, 0.0965074971318245, 0.15925957262516022, 0.25439971685409546, 0.29917991161346436, 0.10163913667201996]	[0.3496769666671753, 0.2532282769680023, 0.1731221079826355, 0.23651672899723053, 0.35657837986946106, 0.3775647282600403, 0.18600067496299744]	[0, 1, 2, 3, 4, 5, 6]
1.1746	59.38	38000	1.3084	0.1940	0.3216	0.2005	0.1940	-1.0	-1.0	0.1861	0.2782	0.2782	0.2782	-1.0	-1.0	[0.2614623010158539, 0.1746634691953659, 0.0982770100235939, 0.16152290999889374, 0.2570221424102783, 0.30207931995391846, 0.10326719284057617]	[0.3511837124824524, 0.25599682331085205, 0.1749001145362854, 0.2385540008544922, 0.3590543270111084, 0.3800782859325409, 0.1875486522912979]	[0, 1, 2, 3, 4, 5, 6]
1.124	60.16	38500	1.3802	0.1959	0.3251	0.2027	0.1959	-1.0	-1.0	0.1873	0.2801	0.2801	0.2801	-1.0	-1.0	[0.2630487084388733, 0.17768719792366028, 0.09916898608207703, 0.16377225518226624, 0.25905221700668335, 0.30371031165122986, 0.10464335232973099]	[0.3525422513484955, 0.2583392262458801, 0.1763812154531479, 0.2407900094985962, 0.3612228035926819, 0.38215091824531555, 0.18898142874240875]	[0, 1, 2, 3, 4, 5, 6]
1.2122	60.94	39000	1.3704	0.1978	0.3277	0.2051	0.1978	-1.0	-1.0	0.1886	0.2819	0.2819	0.2819	-1.0	-1.0	[0.2640724182128906, 0.17990341782569885, 0.10043416917324066, 0.16539953649044037, 0.2615806758403778, 0.30746400356292725, 0.10585416853427887]	[0.3538845181465149, 0.2604351341724396, 0.17792586982250214, 0.24284890294075012, 0.36360496282577515, 0.3844670355319977, 0.1903436928987503]	[0, 1, 2, 3, 4, 5, 6]
1.1796	61.72	39500	1.3533	0.1995	0.3304	0.2074	0.1995	-1.0	-1.0	0.1898	0.2837	0.2837	0.2837	-1.0	-1.0	[0.2663557529449463, 0.18150398135185242, 0.10159678012132645, 0.1672067791223526, 0.26377254724502563, 0.3099142014980316, 0.106254942715168]	[0.3554444909095764, 0.26238587498664856, 0.17931236326694489, 0.24486443400382996, 0.3654124140739441, 0.38674548268318176, 0.1915804147720337]	[0, 1, 2, 3, 4, 5, 6]
1.0856	62.5	40000	1.3118	0.2016	0.3322	0.2100	0.2016	-1.0	-1.0	0.1910	0.2856	0.2856	0.2856	-1.0	-1.0	[0.26789969205856323, 0.18293805420398712, 0.1026647612452507, 0.16959702968597412, 0.26639893651008606, 0.31403395533561707, 0.10793528705835342]	[0.3571368157863617, 0.2641363739967346, 0.1811014860868454, 0.2470199018716812, 0.36790525913238525, 0.389245867729187, 0.19290399551391602]	[0, 1, 2, 3, 4, 5, 6]
1.1677	63.28	40500	1.3136	0.2039	0.3354	0.2132	0.2039	-1.0	-1.0	0.1924	0.2876	0.2876	0.2876	-1.0	-1.0	[0.2693575620651245, 0.18515463173389435, 0.10445524752140045, 0.1724829226732254, 0.26850834488868713, 0.31805768609046936, 0.1095009371638298]	[0.3586777150630951, 0.26634493470191956, 0.18248583376407623, 0.24928018450737, 0.37000393867492676, 0.391990602016449, 0.19435375928878784]	[0, 1, 2, 3, 4, 5, 6]
1.155	64.06	41000	1.2842	0.2064	0.3380	0.2153	0.2064	-1.0	-1.0	0.1938	0.2897	0.2897	0.2897	-1.0	-1.0	[0.27208176255226135, 0.18823444843292236, 0.10572110861539841, 0.17518718540668488, 0.2712228298187256, 0.32101067900657654, 0.11111129820346832]	[0.3603164255619049, 0.26862528920173645, 0.18374185264110565, 0.2518904507160187, 0.37252476811408997, 0.39505138993263245, 0.19568908214569092]	[0, 1, 2, 3, 4, 5, 6]
1.1489	64.84	41500	1.2779	0.2084	0.3405	0.2177	0.2084	-1.0	-1.0	0.1952	0.2917	0.2917	0.2917	-1.0	-1.0	[0.27354657649993896, 0.19084295630455017, 0.10690724849700928, 0.1768673211336136, 0.27369409799575806, 0.3242957592010498, 0.11255022883415222]	[0.361765593290329, 0.27128878235816956, 0.18515248596668243, 0.25417518615722656, 0.3749188482761383, 0.39749079942703247, 0.19700443744659424]	[0, 1, 2, 3, 4, 5, 6]
1.0019	65.62	42000	1.2343	0.2106	0.3430	0.2213	0.2106	-1.0	-1.0	0.1965	0.2937	0.2937	0.2937	-1.0	-1.0	[0.27533525228500366, 0.19294942915439606, 0.1081010177731514, 0.1796436905860901, 0.27713286876678467, 0.3272176682949066, 0.1141667366027832]	[0.3632113039493561, 0.2739033102989197, 0.18647846579551697, 0.2564755380153656, 0.37761470675468445, 0.39968517422676086, 0.19862498342990875]	[0, 1, 2, 3, 4, 5, 6]
1.0393	66.41	42500	1.2497	0.2127	0.3459	0.2233	0.2127	-1.0	-1.0	0.1977	0.2956	0.2956	0.2956	-1.0	-1.0	[0.2769603431224823, 0.19543510675430298, 0.10956516116857529, 0.1815720647573471, 0.27938321232795715, 0.33071368932724, 0.11541370302438736]	[0.36470019817352295, 0.2760855555534363, 0.18784119188785553, 0.2584652900695801, 0.3799194097518921, 0.4020807147026062, 0.19989511370658875]	[0, 1, 2, 3, 4, 5, 6]
1.1978	67.19	43000	1.2584	0.2149	0.3485	0.2259	0.2149	-1.0	-1.0	0.1990	0.2975	0.2975	0.2975	-1.0	-1.0	[0.2787444293498993, 0.1985068917274475, 0.11107343435287476, 0.18374863266944885, 0.28199175000190735, 0.3330363929271698, 0.11708976328372955]	[0.36612531542778015, 0.2782452404499054, 0.18934492766857147, 0.26068639755249023, 0.3821493089199066, 0.4043148159980774, 0.2014266848564148]	[0, 1, 2, 3, 4, 5, 6]
1.0198	67.97	43500	1.1981	0.2169	0.3505	0.2282	0.2169	-1.0	-1.0	0.2003	0.2994	0.2994	0.2994	-1.0	-1.0	[0.2804291248321533, 0.20049406588077545, 0.11303915083408356, 0.1850598007440567, 0.28519004583358765, 0.3359755575656891, 0.1184569001197815]	[0.36760973930358887, 0.2804458439350128, 0.19099237024784088, 0.2626854479312897, 0.3847373127937317, 0.4067065715789795, 0.20275768637657166]	[0, 1, 2, 3, 4, 5, 6]
1.1246	68.75	44000	1.2557	0.2190	0.3533	0.2312	0.2190	-1.0	-1.0	0.2015	0.3013	0.3013	0.3013	-1.0	-1.0	[0.2819073498249054, 0.2019958347082138, 0.1145104244351387, 0.18783636391162872, 0.28763484954833984, 0.33935362100601196, 0.11983713507652283]	[0.3688904047012329, 0.28254133462905884, 0.19248612225055695, 0.2649693191051483, 0.38717830181121826, 0.40896880626678467, 0.20419429242610931]	[0, 1, 2, 3, 4, 5, 6]
1.1038	69.53	44500	1.2243	0.2209	0.3559	0.2329	0.2209	-1.0	-1.0	0.2027	0.3030	0.3030	0.3030	-1.0	-1.0	[0.283906489610672, 0.20419622957706451, 0.11568263173103333, 0.18973909318447113, 0.2897682785987854, 0.34185564517974854, 0.12127756327390671]	[0.3701639771461487, 0.2847599685192108, 0.1938461810350418, 0.26674312353134155, 0.3892001509666443, 0.41108739376068115, 0.2054164856672287]	[0, 1, 2, 3, 4, 5, 6]
1.0437	70.31	45000	1.2413	0.2229	0.3578	0.2348	0.2229	-1.0	-1.0	0.2038	0.3049	0.3049	0.3049	-1.0	-1.0	[0.285703182220459, 0.20658300817012787, 0.11733826994895935, 0.19167673587799072, 0.2921169698238373, 0.3445843458175659, 0.12240643799304962]	[0.3715958893299103, 0.28679460287094116, 0.19535203278064728, 0.26880815625190735, 0.391522079706192, 0.41324150562286377, 0.2066948115825653]	[0, 1, 2, 3, 4, 5, 6]
0.9239	71.09	45500	1.2163	0.2252	0.3599	0.2373	0.2252	-1.0	-1.0	0.2050	0.3067	0.3067	0.3067	-1.0	-1.0	[0.2875484824180603, 0.20982173085212708, 0.11878927052021027, 0.194691464304924, 0.2946434020996094, 0.3480072617530823, 0.12267839908599854]	[0.3730217516422272, 0.28887778520584106, 0.19683022797107697, 0.27080878615379333, 0.3938581943511963, 0.4157206416130066, 0.20803745090961456]	[0, 1, 2, 3, 4, 5, 6]
1.0799	71.88	46000	1.2077	0.2275	0.3624	0.2407	0.2275	-1.0	-1.0	0.2063	0.3086	0.3086	0.3086	-1.0	-1.0	[0.28902295231819153, 0.2118113934993744, 0.12033383548259735, 0.19715572893619537, 0.2974853217601776, 0.3516872823238373, 0.12515637278556824]	[0.37449219822883606, 0.2907114624977112, 0.19832651317119598, 0.27295395731925964, 0.3961236774921417, 0.41836148500442505, 0.20927491784095764]	[0, 1, 2, 3, 4, 5, 6]
0.9485	72.66	46500	1.1767	0.2294	0.3644	0.2431	0.2294	-1.0	-1.0	0.2075	0.3105	0.3105	0.3105	-1.0	-1.0	[0.2905147075653076, 0.21348299086093903, 0.12186509370803833, 0.19925419986248016, 0.29991215467453003, 0.35510337352752686, 0.12601090967655182]	[0.37585005164146423, 0.2928510904312134, 0.1997089982032776, 0.2750307023525238, 0.39854666590690613, 0.42074114084243774, 0.21064919233322144]	[0, 1, 2, 3, 4, 5, 6]
1.0266	73.44	47000	1.1805	0.2315	0.3668	0.2449	0.2315	-1.0	-1.0	0.2086	0.3122	0.3122	0.3122	-1.0	-1.0	[0.2922998070716858, 0.2159629464149475, 0.1230894923210144, 0.2011932134628296, 0.3026053309440613, 0.35820436477661133, 0.12747688591480255]	[0.3772324025630951, 0.29456478357315063, 0.2011498510837555, 0.2769012749195099, 0.4006654918193817, 0.4231053292751312, 0.21204380691051483]	[0, 1, 2, 3, 4, 5, 6]
0.8902	74.22	47500	1.1975	0.2334	0.3692	0.2469	0.2334	-1.0	-1.0	0.2097	0.3139	0.3139	0.3139	-1.0	-1.0	[0.29417213797569275, 0.21815602481365204, 0.12440662086009979, 0.20238643884658813, 0.3047296702861786, 0.36108291149139404, 0.12876363098621368]	[0.37840884923934937, 0.2964656949043274, 0.20244571566581726, 0.27881261706352234, 0.4026099443435669, 0.4252718687057495, 0.21332800388336182]	[0, 1, 2, 3, 4, 5, 6]
1.0085	75.0	48000	1.1693	0.2355	0.3711	0.2500	0.2355	-1.0	-1.0	0.2109	0.3157	0.3157	0.3157	-1.0	-1.0	[0.2964259088039398, 0.2206290364265442, 0.12558795511722565, 0.20491278171539307, 0.3071436583995819, 0.3635878562927246, 0.1304273009300232]	[0.3797307312488556, 0.29837751388549805, 0.2038503885269165, 0.28071293234825134, 0.4047755002975464, 0.42745351791381836, 0.21473214030265808]	[0, 1, 2, 3, 4, 5, 6]
0.9439	75.78	48500	1.1271	0.2375	0.3738	0.2525	0.2375	-1.0	-1.0	0.2120	0.3175	0.3175	0.3175	-1.0	-1.0	[0.2981511652469635, 0.22302350401878357, 0.12688370048999786, 0.2064957469701767, 0.30954036116600037, 0.36666110157966614, 0.13198280334472656]	[0.3811796009540558, 0.30058732628822327, 0.20540301501750946, 0.2825491428375244, 0.40685874223709106, 0.42970946431159973, 0.2161606103181839]	[0, 1, 2, 3, 4, 5, 6]
0.9932	76.56	49000	1.1668	0.2395	0.3760	0.2543	0.2395	-1.0	-1.0	0.2131	0.3192	0.3192	0.3192	-1.0	-1.0	[0.2997910976409912, 0.22443556785583496, 0.12914197146892548, 0.20867681503295898, 0.31173640489578247, 0.36961501836776733, 0.13330094516277313]	[0.382452130317688, 0.3023933172225952, 0.2068178802728653, 0.2844855487346649, 0.40896469354629517, 0.43175914883613586, 0.21751338243484497]	[0, 1, 2, 3, 4, 5, 6]
1.045	77.34	49500	1.1756	0.2413	0.3781	0.2560	0.2413	-1.0	-1.0	0.2142	0.3208	0.3208	0.3208	-1.0	-1.0	[0.30133965611457825, 0.22616147994995117, 0.13028943538665771, 0.21039654314517975, 0.3142479956150055, 0.3722107708454132, 0.13469184935092926]	[0.38375064730644226, 0.3039608299732208, 0.20813080668449402, 0.2864702343940735, 0.4109819531440735, 0.43382585048675537, 0.21866895258426666]	[0, 1, 2, 3, 4, 5, 6]
0.8991	78.12	50000	1.1265	0.2433	0.3798	0.2594	0.2433	-1.0	-1.0	0.2154	0.3226	0.3226	0.3226	-1.0	-1.0	[0.3027842044830322, 0.22833791375160217, 0.13169842958450317, 0.21230222284793854, 0.31705981492996216, 0.37462857365608215, 0.13647869229316711]	[0.38506948947906494, 0.3060303032398224, 0.20944884419441223, 0.28853288292884827, 0.413251131772995, 0.43552064895629883, 0.22004255652427673]	[0, 1, 2, 3, 4, 5, 6]
1.0419	78.91	50500	1.1598	0.2453	0.3820	0.2617	0.2453	-1.0	-1.0	0.2165	0.3242	0.3242	0.3242	-1.0	-1.0	[0.30399709939956665, 0.23175884783267975, 0.13290618360042572, 0.2146383672952652, 0.3194376826286316, 0.3767666518688202, 0.1376808136701584]	[0.3862399160861969, 0.30805879831314087, 0.21072116494178772, 0.2904176115989685, 0.41539400815963745, 0.4374273717403412, 0.22135885059833527]	[0, 1, 2, 3, 4, 5, 6]
0.928	79.69	51000	1.1520	0.2468	0.3839	0.2631	0.2468	-1.0	-1.0	0.2175	0.3258	0.3258	0.3258	-1.0	-1.0	[0.30559828877449036, 0.23321305215358734, 0.1334191858768463, 0.2149236500263214, 0.321972131729126, 0.38008633255958557, 0.13867558538913727]	[0.38757285475730896, 0.309685081243515, 0.21205267310142517, 0.29206526279449463, 0.41759780049324036, 0.4394749701023102, 0.22249439358711243]	[0, 1, 2, 3, 4, 5, 6]
0.9376	80.47	51500	1.1385	0.2488	0.3863	0.2648	0.2488	-1.0	-1.0	0.2185	0.3275	0.3275	0.3275	-1.0	-1.0	[0.3067678213119507, 0.23459766805171967, 0.13415294885635376, 0.2181853950023651, 0.3255745470523834, 0.38228902220726013, 0.14015766978263855]	[0.3887871503829956, 0.3114210069179535, 0.21324457228183746, 0.2940303087234497, 0.4196878969669342, 0.44157907366752625, 0.223750501871109]	[0, 1, 2, 3, 4, 5, 6]
0.9427	81.25	52000	1.1222	0.2508	0.3877	0.2677	0.2508	-1.0	-1.0	0.2196	0.3291	0.3291	0.3291	-1.0	-1.0	[0.30901777744293213, 0.23716850578784943, 0.13516782224178314, 0.21972113847732544, 0.3280062675476074, 0.3846227526664734, 0.14155663549900055]	[0.39011359214782715, 0.3132750689983368, 0.2145436704158783, 0.29575127363204956, 0.421540230512619, 0.4435870945453644, 0.22506624460220337]	[0, 1, 2, 3, 4, 5, 6]
1.0334	82.03	52500	1.1334	0.2524	0.3896	0.2699	0.2524	-1.0	-1.0	0.2206	0.3307	0.3307	0.3307	-1.0	-1.0	[0.31127798557281494, 0.23829974234104156, 0.135979562997818, 0.22239266335964203, 0.32956355810165405, 0.3864337205886841, 0.1428307592868805]	[0.3913862705230713, 0.31477054953575134, 0.2157975733280182, 0.29752182960510254, 0.42348337173461914, 0.445541113615036, 0.22630095481872559]	[0, 1, 2, 3, 4, 5, 6]
0.8902	82.81	53000	1.1508	0.2542	0.3915	0.2720	0.2542	-1.0	-1.0	0.2216	0.3323	0.3323	0.3323	-1.0	-1.0	[0.31267109513282776, 0.23989807069301605, 0.1374475210905075, 0.22427316009998322, 0.33089154958724976, 0.38992753624916077, 0.14410248398780823]	[0.39266136288642883, 0.3162893056869507, 0.21704185009002686, 0.29923614859580994, 0.4253079891204834, 0.44769999384880066, 0.2275276780128479]	[0, 1, 2, 3, 4, 5, 6]
0.9281	83.59	53500	1.1239	0.2561	0.3934	0.2737	0.2561	-1.0	-1.0	0.2226	0.3338	0.3338	0.3338	-1.0	-1.0	[0.31389114260673523, 0.24228313565254211, 0.1386796087026596, 0.22620290517807007, 0.3334823548793793, 0.39271605014801025, 0.14563240110874176]	[0.3938855528831482, 0.31805720925331116, 0.2183230072259903, 0.3009539842605591, 0.42726925015449524, 0.44945546984672546, 0.2288157194852829]	[0, 1, 2, 3, 4, 5, 6]
0.8653	84.38	54000	1.0924	0.2578	0.3952	0.2754	0.2578	-1.0	-1.0	0.2237	0.3354	0.3354	0.3354	-1.0	-1.0	[0.315106600522995, 0.24380050599575043, 0.13995368778705597, 0.22797514498233795, 0.3359430730342865, 0.39488911628723145, 0.14695100486278534]	[0.39509955048561096, 0.31968575716018677, 0.21961098909378052, 0.3027489483356476, 0.42926180362701416, 0.45143863558769226, 0.23008930683135986]	[0, 1, 2, 3, 4, 5, 6]
0.8345	85.16	54500	1.1562	0.2594	0.3977	0.2778	0.2594	-1.0	-1.0	0.2246	0.3369	0.3369	0.3369	-1.0	-1.0	[0.3165804445743561, 0.24580344557762146, 0.14057014882564545, 0.2296101450920105, 0.33843737840652466, 0.39689549803733826, 0.14809773862361908]	[0.3962390720844269, 0.3212288022041321, 0.22074666619300842, 0.3044189214706421, 0.43118008971214294, 0.453309565782547, 0.23127539455890656]	[0, 1, 2, 3, 4, 5, 6]
0.935	85.94	55000	1.0993	0.2610	0.3991	0.2798	0.2610	-1.0	-1.0	0.2256	0.3385	0.3385	0.3385	-1.0	-1.0	[0.31773683428764343, 0.24742969870567322, 0.1413785070180893, 0.23119401931762695, 0.340358704328537, 0.39966636896133423, 0.14942407608032227]	[0.39745262265205383, 0.32293662428855896, 0.22188419103622437, 0.30613085627555847, 0.43311747908592224, 0.45521411299705505, 0.23248779773712158]	[0, 1, 2, 3, 4, 5, 6]
0.8335	86.72	55500	1.0813	0.2626	0.4006	0.2814	0.2626	-1.0	-1.0	0.2266	0.3400	0.3400	0.3400	-1.0	-1.0	[0.3188647925853729, 0.24917103350162506, 0.14266985654830933, 0.23321840167045593, 0.3422880470752716, 0.40139272809028625, 0.15093566477298737]	[0.3986016809940338, 0.32461369037628174, 0.2230844646692276, 0.3078930079936981, 0.43495413661003113, 0.45695778727531433, 0.23369023203849792]	[0, 1, 2, 3, 4, 5, 6]
0.9013	87.5	56000	1.0935	0.2643	0.4024	0.2840	0.2643	-1.0	-1.0	0.2275	0.3414	0.3414	0.3414	-1.0	-1.0	[0.3207457959651947, 0.2506600618362427, 0.14368991553783417, 0.23426273465156555, 0.3447193503379822, 0.40385517477989197, 0.1522432267665863]	[0.399725079536438, 0.32615259289741516, 0.22432667016983032, 0.3094167113304138, 0.43683138489723206, 0.4587588608264923, 0.23490555584430695]	[0, 1, 2, 3, 4, 5, 6]
0.8493	88.28	56500	1.1127	0.2662	0.4037	0.2856	0.2662	-1.0	-1.0	0.2285	0.3430	0.3430	0.3430	-1.0	-1.0	[0.3219901919364929, 0.2527844309806824, 0.1446000337600708, 0.23651152849197388, 0.34774136543273926, 0.40631386637687683, 0.15377303957939148]	[0.4008473753929138, 0.3279699683189392, 0.22549724578857422, 0.311124712228775, 0.43878045678138733, 0.4605865478515625, 0.2361944168806076]	[0, 1, 2, 3, 4, 5, 6]
0.8236	89.06	57000	1.0746	0.2684	0.4058	0.2881	0.2684	-1.0	-1.0	0.2295	0.3445	0.3445	0.3445	-1.0	-1.0	[0.32365232706069946, 0.25473299622535706, 0.14600147306919098, 0.23888789117336273, 0.35029536485671997, 0.4098081886768341, 0.15511035919189453]	[0.4018661379814148, 0.3295002579689026, 0.22673267126083374, 0.31283313035964966, 0.4406152367591858, 0.4624691903591156, 0.2374046891927719]	[0, 1, 2, 3, 4, 5, 6]
0.7476	89.84	57500	1.0491	0.2701	0.4077	0.2904	0.2701	-1.0	-1.0	0.2305	0.3461	0.3461	0.3461	-1.0	-1.0	[0.32512611150741577, 0.25677385926246643, 0.14725041389465332, 0.24099712073802948, 0.35212111473083496, 0.4122871160507202, 0.15622466802597046]	[0.4030149281024933, 0.3311725854873657, 0.22796671092510223, 0.31457799673080444, 0.44262856245040894, 0.4643837511539459, 0.2386176884174347]	[0, 1, 2, 3, 4, 5, 6]
0.845	90.62	58000	1.0391	0.2717	0.4101	0.2921	0.2717	-1.0	-1.0	0.2314	0.3475	0.3475	0.3475	-1.0	-1.0	[0.3263866603374481, 0.2585732936859131, 0.1484149843454361, 0.2425975203514099, 0.3543750047683716, 0.4138467609882355, 0.15736864507198334]	[0.40416887402534485, 0.33269593119621277, 0.22913536429405212, 0.31621822714805603, 0.444607138633728, 0.46590909361839294, 0.23980452120304108]	[0, 1, 2, 3, 4, 5, 6]
0.8801	91.41	58500	1.0362	0.2731	0.4113	0.2935	0.2731	-1.0	-1.0	0.2324	0.3489	0.3489	0.3489	-1.0	-1.0	[0.32764753699302673, 0.260421484708786, 0.1494179368019104, 0.24401891231536865, 0.3558345139026642, 0.41541850566864014, 0.15869934856891632]	[0.40527504682540894, 0.3343641459941864, 0.23031367361545563, 0.31765297055244446, 0.44645434617996216, 0.4674578011035919, 0.24107326567173004]	[0, 1, 2, 3, 4, 5, 6]
0.8057	92.19	59000	1.0802	0.2747	0.4131	0.2953	0.2747	-1.0	-1.0	0.2333	0.3504	0.3504	0.3504	-1.0	-1.0	[0.3290484547615051, 0.261924684047699, 0.15058311820030212, 0.2450467050075531, 0.3583703339099884, 0.41783881187438965, 0.15978896617889404]	[0.4063403904438019, 0.335880845785141, 0.23150277137756348, 0.3192393481731415, 0.44818899035453796, 0.4691273272037506, 0.2423076331615448]	[0, 1, 2, 3, 4, 5, 6]
0.8364	92.97	59500	1.0644	0.2764	0.4142	0.2979	0.2764	-1.0	-1.0	0.2342	0.3518	0.3518	0.3518	-1.0	-1.0	[0.33064794540405273, 0.26310494542121887, 0.15160790085792542, 0.24726790189743042, 0.3609471619129181, 0.42027997970581055, 0.16086260974407196]	[0.4074283838272095, 0.33729055523872375, 0.2326926738023758, 0.32071182131767273, 0.4500134289264679, 0.4709007441997528, 0.24341225624084473]	[0, 1, 2, 3, 4, 5, 6]
0.8684	93.75	60000	0.9989	0.2781	0.4156	0.2997	0.2781	-1.0	-1.0	0.2351	0.3532	0.3532	0.3532	-1.0	-1.0	[0.33202818036079407, 0.26524290442466736, 0.152442067861557, 0.24876125156879425, 0.36294373869895935, 0.4227156341075897, 0.16251923143863678]	[0.4085730314254761, 0.3388686776161194, 0.23382288217544556, 0.3220645785331726, 0.45181506872177124, 0.47255510091781616, 0.24458375573158264]	[0, 1, 2, 3, 4, 5, 6]
0.8243	94.53	60500	1.0308	0.2798	0.4167	0.3017	0.2798	-1.0	-1.0	0.2361	0.3546	0.3546	0.3546	-1.0	-1.0	[0.33315059542655945, 0.2673637270927429, 0.15366412699222565, 0.25071096420288086, 0.36503541469573975, 0.4245595633983612, 0.16381298005580902]	[0.4096628725528717, 0.34035563468933105, 0.2349071204662323, 0.3238125145435333, 0.45360955595970154, 0.474386990070343, 0.24572500586509705]	[0, 1, 2, 3, 4, 5, 6]
0.7726	95.31	61000	1.0308	0.2811	0.4188	0.3032	0.2811	-1.0	-1.0	0.2370	0.3561	0.3561	0.3561	-1.0	-1.0	[0.334644615650177, 0.2687603533267975, 0.15480013191699982, 0.25236111879348755, 0.36578890681266785, 0.42645925283432007, 0.1650378257036209]	[0.41087964177131653, 0.3419274687767029, 0.23602905869483948, 0.32540416717529297, 0.45544201135635376, 0.4760398268699646, 0.24688491225242615]	[0, 1, 2, 3, 4, 5, 6]
0.8224	96.09	61500	1.0665	0.2825	0.4205	0.3046	0.2825	-1.0	-1.0	0.2379	0.3575	0.3575	0.3575	-1.0	-1.0	[0.3356887400150299, 0.270687073469162, 0.15587256848812103, 0.2533589005470276, 0.3679884076118469, 0.427993506193161, 0.16625407338142395]	[0.41197147965431213, 0.34355753660202026, 0.23712871968746185, 0.32689398527145386, 0.4571593105792999, 0.47775986790657043, 0.24796830117702484]	[0, 1, 2, 3, 4, 5, 6]
0.782	96.88	62000	1.0066	0.2845	0.4227	0.3077	0.2845	-1.0	-1.0	0.2388	0.3589	0.3589	0.3589	-1.0	-1.0	[0.3373223841190338, 0.27250176668167114, 0.15714958310127258, 0.25480565428733826, 0.37089982628822327, 0.43106621503829956, 0.1675104945898056]	[0.41309627890586853, 0.3448973596096039, 0.2383091151714325, 0.32838764786720276, 0.4589262008666992, 0.4794788062572479, 0.24908243119716644]	[0, 1, 2, 3, 4, 5, 6]
0.7531	97.66	62500	1.0201	0.2861	0.4239	0.3092	0.2861	-1.0	-1.0	0.2397	0.3603	0.3603	0.3603	-1.0	-1.0	[0.3393549919128418, 0.2739318013191223, 0.1581399291753769, 0.2567703127861023, 0.3725869655609131, 0.4331088066101074, 0.16851994395256042]	[0.41427335143089294, 0.34615272283554077, 0.23941782116889954, 0.33001798391342163, 0.46086210012435913, 0.4812760353088379, 0.2502192556858063]	[0, 1, 2, 3, 4, 5, 6]
0.7591	98.44	63000	1.0092	0.2879	0.4249	0.3107	0.2879	-1.0	-1.0	0.2405	0.3617	0.3617	0.3617	-1.0	-1.0	[0.34043723344802856, 0.2754877507686615, 0.1592513918876648, 0.2589435875415802, 0.3758857548236847, 0.43556466698646545, 0.169664204120636]	[0.41535133123397827, 0.3475950062274933, 0.24051809310913086, 0.33159223198890686, 0.46269115805625916, 0.48302504420280457, 0.2513315975666046]	[0, 1, 2, 3, 4, 5, 6]
0.8396	99.22	63500	1.0428	0.2892	0.4259	0.3124	0.2892	-1.0	-1.0	0.2414	0.3630	0.3630	0.3630	-1.0	-1.0	[0.3414204716682434, 0.2765406370162964, 0.15995648503303528, 0.2607283294200897, 0.37773287296295166, 0.43706876039505005, 0.17061668634414673]	[0.4164183735847473, 0.3485850691795349, 0.24155816435813904, 0.33308175206184387, 0.46446266770362854, 0.4846424162387848, 0.25240010023117065]	[0, 1, 2, 3, 4, 5, 6]
0.7759	100.0	64000	1.0141	0.2906	0.4268	0.3141	0.2906	-1.0	-1.0	0.2422	0.3643	0.3643	0.3643	-1.0	-1.0	[0.34276220202445984, 0.27865204215049744, 0.1607096940279007, 0.26159897446632385, 0.3790518343448639, 0.43935513496398926, 0.17204682528972626]	[0.4175185561180115, 0.34998106956481934, 0.24253687262535095, 0.3344777226448059, 0.4658925533294678, 0.48632490634918213, 0.25357064604759216]	[0, 1, 2, 3, 4, 5, 6]

Framework versions

Transformers 4.33.0.dev0

Pytorch 2.0.1+cu117

Datasets 2.14.4

Tokenizers 0.13.3

Yorai/detr-resnet-50_finetuned_detect-waste

detr-resnet-50_finetuned_detect-waste

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

detr-resnet-50_finetuned_detect-waste

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions