segformer-b0-scene-parse-150

ehuynh/segformer-b0-scene-parse-150

segformer-b0-scene-parse-150 is a machine learning model from ehuynh. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: other
Model type: segformer
Access: Public
Created: Oct 12, 2023
Updated: Oct 12, 2023
SHA: e6b5ada2

Datasets

scene_parse_150

Model card

From the Hugging Face model README

segformer-b0-scene-parse-150

This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:

Loss: 1.9353
Mean Iou: 0.1023
Mean Accuracy: 0.1552
Overall Accuracy: 0.5641
Per Category Iou: [0.545663633405072, nan, nan, 0.5296343263413924, 0.0, 0.402231090553156, nan, nan, 0.27453682260305695, nan, 0.23030735680966957, nan, 0.0, nan, 0.37670765917972754, 0.0, nan, 0.0, 0.17202049287610785, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2400275395455975, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2883326892779644, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.28443411374306116, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12889824830094765, nan, nan, nan, nan, nan, nan, 0.35814069516048563, 0.0, nan, nan, nan, 0.09989216485626365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2622120982029866, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
Per Category Accuracy: [0.8367334493356967, nan, nan, 0.6779403938265035, 0.0, 0.424171070925339, nan, nan, 0.2848064771880931, nan, 0.4189823874755382, nan, 0.0, nan, 0.718834418631103, 0.0, nan, 0.0, 0.2191310975609756, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3286432511696111, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3804171340272494, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5477515681597315, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19923458568004498, nan, nan, nan, nan, nan, nan, 0.5257568359375, 0.0, nan, nan, nan, 0.17266775777414076, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3157944100543988, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]

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: 6e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Per Category Iou	Per Category Accuracy
0.7324	1.0	20	2.0047	0.1012	0.1478	0.5563	[0.5346131092468938, nan, nan, 0.6393579313135824, 0.0, 0.4118952626218148, nan, nan, 0.23157905191335526, nan, 0.22801786816474698, nan, 0.07091073855913003, nan, 0.2817245963685143, 0.0, nan, 0.0, 0.2524024119327198, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.24992916947546334, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.27491570644689184, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.21285620581590264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12946779630883268, nan, nan, nan, nan, nan, nan, 0.24403521566993125, 0.0, nan, nan, nan, 0.012000674195179504, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1726500205892262, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.7999945115704227, nan, nan, 0.8127683164803974, 0.0, 0.4335101278444333, nan, nan, 0.28009754222425104, nan, 0.387760185020459, nan, 0.09376872378669862, nan, 0.6688585890181136, 0.0, nan, 0.0, 0.31572345020325204, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.29772129506784906, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.49948623018456495, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.43004387902347085, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18675221684108775, nan, nan, nan, nan, nan, nan, 0.32676478794642855, 0.0, nan, nan, nan, 0.01618476086561193, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2162821234290002, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.9417	2.0	40	2.0767	0.1002	0.1518	0.5270	[0.4881684577930162, nan, nan, 0.6545643442851564, 0.0, 0.5252871445769196, nan, nan, 0.21349020264612292, nan, 0.23227012913696987, nan, 0.0, nan, 0.2568850031404875, 0.0, nan, 0.0, 0.1706580261651278, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3713195496860792, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.20940491953554696, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20188378157474798, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13433734361808275, nan, nan, nan, nan, nan, nan, 0.2943900087445907, 0.0, nan, nan, nan, 0.023038312931065612, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13211596161106365, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.6675515912380271, nan, nan, 0.8326680858612737, 0.0, 0.5739751613854572, nan, nan, 0.24500876919011125, nan, 0.46845756982743286, nan, 0.0, nan, 0.7966488469303609, 0.0, nan, 0.0, 0.2224657012195122, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.479051742196774, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2580222607440642, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4582560296846011, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.276224810865727, nan, nan, nan, nan, nan, nan, 0.45792061941964285, 0.0, nan, nan, nan, 0.02900527368612475, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15590414556368412, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4283	3.0	60	1.9348	0.0986	0.1452	0.5608	[0.542138023315395, nan, nan, 0.6497573965995723, 0.0, 0.4072543315827114, nan, nan, 0.13301257898092864, nan, 0.228498742731416, nan, 0.018305284912902273, nan, 0.3276870336761444, 0.0, nan, 0.0, 0.21496689726995463, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.2901593688303694, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.23107348628694852, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19154558888565296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1314435599205194, nan, nan, nan, nan, nan, nan, 0.28577108098437565, 0.0, nan, nan, nan, 0.04874852575022933, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14673566725239925, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8301849397492398, nan, nan, 0.7964254035834664, 0.0, 0.4345165926251878, nan, nan, 0.13782043581673595, nan, 0.4138587439957303, nan, 0.018573996405032954, nan, 0.6700173458071488, 0.0, nan, 0.0, 0.22943661077235772, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.44984056048227544, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.333142467193248, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5229555025473392, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20488148900703274, nan, nan, nan, nan, nan, nan, 0.3760463169642857, 0.0, nan, nan, nan, 0.06764866339334424, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17817951603826673, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4048	4.0	80	1.9632	0.1050	0.1519	0.5474	[0.5162031384121348, nan, nan, 0.6384729718622428, 0.0, 0.5239345473921226, nan, nan, 0.2871356276391142, nan, 0.2377108277092912, nan, 0.035193841077811386, nan, 0.3027538581972713, 0.0, nan, 0.0, 0.2674671112543256, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.24899565717075353, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.26142455017401545, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.21469553243574052, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14344296760544056, nan, nan, nan, nan, nan, nan, 0.22182000875995156, 0.0, nan, nan, nan, 0.052442502129550754, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1442098189741188, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.7175715122046412, nan, nan, 0.8268094731240021, 0.0, 0.5707778802447347, nan, nan, 0.3210244336064195, nan, 0.35780110300658247, nan, 0.03834631515877771, nan, 0.7698197173486507, 0.0, nan, 0.0, 0.3031472306910569, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.28491958196587763, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3882766356313094, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.495891863238802, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.319664046240494, nan, nan, nan, nan, nan, nan, 0.30027553013392855, 0.0, nan, nan, nan, 0.06437534097108565, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16605702494841493, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.7348	5.0	100	1.9539	0.0921	0.1385	0.5448	[0.5327517119211787, nan, nan, 0.6015901701088102, 0.0, 0.28070112872452346, nan, nan, 0.23622056008191977, nan, 0.19848482344971166, nan, 0.03868797308662742, nan, 0.3385026980456174, 0.0, nan, 0.0, 0.076295682879955, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.28155445436831744, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2308812494789206, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.16020531831467882, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12220204571361853, nan, nan, nan, nan, nan, nan, 0.3197732216502456, 0.0, nan, nan, nan, 0.045799190778960254, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1290891131297089, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8234799082822435, nan, nan, 0.7721394358701437, 0.0, 0.294767787509538, nan, nan, 0.25494318045311487, nan, 0.42741505070272195, nan, 0.04134212103055722, nan, 0.7429550430801604, 0.0, nan, 0.0, 0.07753747459349593, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3312850592370179, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3258241887535395, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3308890655829431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19614728307507176, nan, nan, nan, nan, nan, nan, 0.5665457589285714, 0.0, nan, nan, nan, 0.061238406983087836, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15627930969799286, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.6372	6.0	120	1.9390	0.1044	0.1545	0.5518	[0.5148990942560489, nan, nan, 0.6308591259053411, 0.0, 0.47150072592683473, nan, nan, 0.1454348166543616, nan, 0.19971532398071967, nan, 0.09537636810364084, nan, 0.3740400769041308, 0.0, nan, 0.0, 0.2447703256415786, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.25815030958047824, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.27568971645749596, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2115067085774391, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12791040377247273, nan, nan, nan, nan, nan, nan, 0.26796649259072713, 0.0, nan, nan, nan, 0.05566738162019469, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30384708152436085, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.7509553932967981, nan, nan, 0.8336304772041866, 0.0, 0.5396945028298045, nan, nan, 0.15617567210436537, nan, 0.32949653086639386, nan, 0.12792091072498502, nan, 0.7233272670401228, 0.0, nan, 0.0, 0.25231834349593496, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.35470055629262387, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3954380377914957, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.509261713343346, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26754978645335015, nan, nan, nan, nan, nan, nan, 0.35255650111607145, 0.0, nan, nan, nan, 0.07669576286597563, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.35445976364659537, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.5576	9.0	180	1.8422	0.1031	0.1521	0.5636	[0.5302292537045804, nan, nan, 0.6223118367346939, 0.0, 0.46961656894588094, nan, nan, 0.2172042278305689, nan, 0.21786449189178986, nan, 0.039630836047774155, nan, 0.37552544005604693, 0.0, nan, 0.0, 0.26192156467385824, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2281299978876852, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.22057756319908836, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20883629191321498, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13681371770614373, nan, nan, nan, nan, nan, nan, 0.27858254382351594, 0.0, nan, nan, nan, 0.07730288535719797, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2409583091487701, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.7934399037288797, nan, nan, 0.8452323931169061, 0.0, 0.5211708696323829, nan, nan, 0.22982485644955913, nan, 0.4106208859633517, nan, 0.04373876572798083, nan, 0.7316162879972702, 0.0, nan, 0.0, 0.2887766768292683, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.263948048320648, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2884797904132906, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4677091615867126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2506978487517631, nan, nan, nan, nan, nan, nan, 0.42457798549107145, 0.0, nan, nan, nan, 0.09110747408619749, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28228756330894766, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.3299	10.0	200	1.9300	0.0944	0.1405	0.5590	[0.5348003556569336, nan, nan, 0.590565014260967, 0.0, 0.3911900738237125, nan, nan, 0.18389849619598114, nan, 0.19242689013970282, nan, 0.0950608091337801, nan, 0.3410971831036839, 0.0, nan, 0.0, 0.17506444808999297, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.20811421376194356, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.214713244096202, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19879440480177232, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11438613185177227, nan, nan, nan, nan, nan, nan, 0.3023141147853527, 0.0, nan, nan, nan, 0.0574591829584472, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17751682986536108, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8693093116289659, nan, nan, 0.748407841050204, 0.0, 0.41177516981167406, nan, nan, 0.18612305696369796, nan, 0.3545810354029532, nan, 0.11473936488915518, nan, 0.6706642591065487, 0.0, nan, 0.0, 0.1779249237804878, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.261597188278286, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3095168994972115, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4545160055364137, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14702662182022627, nan, nan, nan, nan, nan, nan, 0.4811488560267857, 0.0, nan, nan, nan, 0.0745590107292235, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21764209341586943, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.4471	12.0	240	1.8255	0.1088	0.1614	0.5770	[0.5447272311774489, nan, nan, 0.6419311400961082, 0.0, 0.47875377317809403, nan, nan, 0.2614781764379508, nan, 0.26635215437370874, nan, 0.022714526079641053, nan, 0.36625487124560846, 0.0, nan, 0.0, 0.2636048319578998, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.30632660699248354, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2771326550291328, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.21139120373379788, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15910024707048906, nan, nan, nan, nan, nan, nan, 0.27489265641908794, 0.0, nan, nan, nan, 0.12710048144121758, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14867977297030519, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.7849582472801783, nan, nan, 0.862604222103956, 0.0, 0.5197243690870195, nan, nan, 0.2717367801455926, nan, 0.44495641344956416, nan, 0.024266027561414022, nan, 0.746296243637501, 0.0, nan, 0.0, 0.27997967479674796, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.4572190023974117, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.37196150256100524, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.47884088700415234, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28645828196048645, nan, nan, nan, nan, nan, nan, 0.41196986607142855, 0.0, nan, nan, nan, 0.18603382433169668, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16952729319077095, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.7382	15.0	300	1.9286	0.1032	0.1514	0.5612	[0.5422957225410634, nan, nan, 0.5753340383910859, 0.0, 0.37404037150373115, nan, nan, 0.2438017481952997, nan, 0.23660871369668973, nan, 0.12606741573033708, nan, 0.3949608240862268, 0.0, nan, 0.0, 0.22612863946731607, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.22918389098624378, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2439750992528589, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20721721598156606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14080638156720335, nan, nan, nan, nan, nan, nan, 0.29125558743840957, 0.0, nan, nan, nan, 0.07305922338857641, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2227089959791154, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8350513473078236, nan, nan, 0.7382739045591626, 0.0, 0.39138372523043363, nan, nan, 0.2539701607284434, nan, 0.46655399395125424, nan, 0.16806470940683044, nan, 0.7059530241419513, 0.0, nan, 0.0, 0.23296176321138212, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.26776528640923586, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3224748801857415, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.444915628589098, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2606403440419005, nan, nan, nan, nan, nan, nan, 0.4442836216517857, 0.0, nan, nan, nan, 0.11042916893980724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2610438942037141, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.3289	16.0	320	1.8947	0.1065	0.1583	0.5654	[0.53903409662209, nan, nan, 0.5726120495076519, 0.0, 0.41312931885488646, nan, nan, 0.28537212087388236, nan, 0.2512916220952728, nan, 0.13175376439326839, nan, 0.3214136488079276, 0.0, nan, 0.0, 0.24104391671075975, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.24603885519611154, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2990249187432286, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19836007039200185, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13061481928371635, nan, nan, nan, nan, nan, nan, 0.327973601319934, 0.0, nan, nan, nan, 0.08620742231573811, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2142656557146869, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8282040232221554, nan, nan, 0.7167021465318432, 0.0, 0.4388373693351247, nan, nan, 0.29483698916464457, nan, 0.3928482476427682, nan, 0.17825044937088078, nan, 0.7327750447863054, 0.0, nan, 0.0, 0.24595083841463414, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.38998673277005796, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3593721811293523, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.458079335630356, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18792105185287475, nan, nan, nan, nan, nan, nan, 0.5719691685267857, 0.0, nan, nan, nan, 0.12852336788507002, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.250468955167886, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.523	18.0	360	1.9495	0.0980	0.1458	0.5516	[0.5249166310109776, nan, nan, 0.5930205974179997, 0.0, 0.4304993965661531, nan, nan, 0.26198514517218097, nan, 0.21933490981754086, nan, 0.001422475106685633, nan, 0.2915567243942387, 0.0, nan, 0.0, 0.20570470319705603, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.23852233732862788, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.20407768027674267, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.23491264435889844, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1293571215934616, nan, nan, nan, nan, nan, nan, 0.28486646884273, 0.0, nan, nan, nan, 0.06747984047043754, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23206059348412533, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.816725074398712, nan, nan, 0.7362471172609544, 0.0, 0.4575342080994668, nan, nan, 0.2749921918170242, nan, 0.44718021704323074, nan, 0.0014979029358897543, nan, 0.7124577018227315, 0.0, nan, 0.0, 0.21036585365853658, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3413751367455718, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2396991112958765, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4672379774420591, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18858684394819644, nan, nan, nan, nan, nan, nan, 0.4252232142857143, 0.0, nan, nan, nan, 0.10538279687215857, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.262216282123429, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.5939	21.0	420	1.8859	0.0998	0.1527	0.5612	[0.5394221975881084, nan, nan, 0.5461844530966397, 0.0, 0.4849622271903689, nan, nan, 0.29030557274832086, nan, 0.2338119606573661, nan, 0.12207239176721078, nan, 0.33590802589253804, 0.0, nan, 0.0, 0.20280198188962925, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.1560708496421935, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.239175557308315, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.19384492903257908, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14198126313094891, nan, nan, nan, nan, nan, nan, 0.3434553666201844, 0.0, nan, nan, nan, 0.06914815359717523, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19253543872241163, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8279214707365066, nan, nan, 0.6806279936136242, 0.0, 0.5249907545677117, nan, nan, 0.30425485909232874, nan, 0.46900907311866213, nan, 0.15458358298382266, nan, 0.72157135951318, 0.0, nan, 0.0, 0.2261814024390244, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.18376277261829946, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2711528053400686, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4589039078834997, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2243028910172317, nan, nan, nan, nan, nan, nan, 0.5755440848214286, 0.0, nan, nan, nan, 0.10683760683760683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.226435002813731, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4554	22.0	440	1.8880	0.0999	0.1502	0.5724	[0.547864341736208, nan, nan, 0.5580642335372921, 0.0, 0.417594770415649, nan, nan, 0.24995969320772968, nan, 0.24757598109960124, nan, 0.05541368743615935, nan, 0.4120278187772658, 0.0, nan, 0.0, 0.1627122536565761, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.162888270204088, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.32605332258310543, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.28161928717194246, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1169533187615452, nan, nan, nan, nan, nan, nan, 0.263079894559104, 0.0, nan, nan, nan, 0.10556876486046803, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18692385157641955, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8653850844811605, nan, nan, 0.7345618236650701, 0.0, 0.43301859853290203, nan, nan, 0.2607332484443697, nan, 0.4120085394057997, nan, 0.06500898741761534, nan, 0.7164031620553359, 0.0, nan, 0.0, 0.180005081300813, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.2430812559644345, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4694601102840245, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5242512589451365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15674718641192312, nan, nan, nan, nan, nan, nan, 0.37766810825892855, 0.0, nan, nan, nan, 0.19176213857064922, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22631776402175952, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.2158	23.0	460	1.8479	0.1026	0.1527	0.5742	[0.5439166562648059, nan, nan, 0.5497376388537263, 0.0, 0.5418503154437818, nan, nan, 0.2734549432883808, nan, 0.23457991912881623, nan, 0.012954796030871003, nan, 0.36369684656326906, 0.0, nan, 0.0, 0.2217874825059066, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.19126210058956256, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.33858467486182003, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1977077823194678, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14226273652883675, nan, nan, nan, nan, nan, nan, 0.3108203886362294, 0.0, nan, nan, nan, 0.06652329749103943, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21895755268740458, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8237726245263689, nan, nan, 0.7030024835905624, 0.0, 0.5870030287568053, nan, nan, 0.2942483722941643, nan, 0.39012631204412024, nan, 0.01408028759736369, nan, 0.7228225324878437, 0.0, nan, 0.0, 0.2340256605691057, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.24465237529967646, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4396536171748151, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3632240775097918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22443604943629603, nan, nan, nan, nan, nan, nan, 0.5506243024553571, 0.0, nan, nan, nan, 0.10547372249499909, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25895704370662165, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.1882	24.0	480	1.9627	0.0976	0.1540	0.5499	[0.5361237283021523, nan, nan, 0.5432843808645257, 0.0, 0.40092334188446505, nan, nan, 0.22509859320736947, nan, 0.20818598266111585, nan, 0.003339827442248817, nan, 0.32362591522637846, 0.0, nan, 0.0, 0.1769449944463225, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.301704416805253, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2024264138674079, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2611267984402313, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13946761172417896, nan, nan, nan, nan, nan, nan, 0.3339764201500536, 0.0, nan, nan, nan, 0.09968886435489537, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24398067849083346, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8054443188655619, nan, nan, 0.6843267695582756, 0.0, 0.41628319578314665, nan, nan, 0.2296927179684309, nan, 0.4964241238213841, nan, 0.0035949670461354103, nan, 0.7390380185969802, 0.0, nan, 0.0, 0.23272357723577236, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.4497125433512557, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.24905678136937304, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5147097800159025, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2080575638913822, nan, nan, nan, nan, nan, nan, 0.48904854910714285, 0.0, nan, nan, nan, 0.18062374977268594, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3067435753142, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.6001	25.0	500	1.9402	0.0969	0.1449	0.5649	[0.5425915735276444, nan, nan, 0.5635374020699737, 0.0, 0.3739179747754287, nan, nan, 0.22429332003294167, nan, 0.23382879163225984, nan, 0.011941127464593169, nan, 0.4083550784679883, 0.0, nan, 0.0, 0.21477444565884626, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.1992772328342798, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.23556564421484943, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.21954102386982885, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1329501211353236, nan, nan, nan, nan, nan, nan, 0.3453382962789086, 0.0, nan, nan, nan, 0.06846583355490561, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19934182460844657, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8718685460133674, nan, nan, 0.6855596948731595, 0.0, 0.3858224221628226, nan, nan, 0.23228743723422146, nan, 0.4231631382316314, nan, 0.012881965248651888, nan, 0.7042113344897205, 0.0, nan, 0.0, 0.22778518800813008, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.2830109629215837, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.31583116974797826, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4211797273021763, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1997326968032116, nan, nan, nan, nan, nan, nan, 0.5387660435267857, 0.0, nan, nan, nan, 0.11706673940716494, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23009285312324143, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.349	26.0	520	1.9473	0.1009	0.1558	0.5617	[0.5445817819501222, nan, nan, 0.5874168321873345, 0.0, 0.357156343562033, nan, nan, 0.1925496784659058, nan, 0.2150519611129735, nan, 0.03885743695316521, nan, 0.3669613028953229, 0.0, nan, 0.0, 0.22735483870967743, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2483347801747568, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2864511749289144, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.25045328752743584, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16028063835505213, nan, nan, nan, nan, nan, nan, 0.3270285733517316, 0.0, nan, nan, nan, 0.09264199321436896, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24132479645877797, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8043862716081506, nan, nan, 0.7725385843533794, 0.0, 0.3719144832622566, nan, nan, 0.1996252072171636, nan, 0.41085216153709303, nan, 0.045236668663870584, nan, 0.7496374441948418, 0.0, nan, 0.0, 0.26579966971544716, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3562251239438587, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4037916996760505, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.46373354536619843, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.276486195910557, nan, nan, nan, nan, nan, nan, 0.5083530970982143, 0.0, nan, nan, nan, 0.16262047645026367, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2863440255111611, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
1.2183	27.0	540	1.9648	0.0959	0.1456	0.5547	[0.5355513247659844, nan, nan, 0.544881991085439, 0.0, 0.3453315743342761, nan, nan, 0.29156177799234456, nan, 0.22192219137265526, nan, 0.0150519978106185, nan, 0.34865543420102446, 0.0, nan, 0.0, 0.16575278810408922, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.1772074607642036, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.24441852613486387, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24664224664224665, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12782779864861768, nan, nan, nan, nan, nan, nan, 0.35510820677737215, 0.0, nan, nan, nan, 0.07840036150022593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23177073227521441, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8577144959588896, nan, nan, 0.6760688309384424, 0.0, 0.35780993263707817, nan, nan, 0.3046993248924873, nan, 0.46641167052125954, nan, 0.0164769322947873, nan, 0.6624250007108937, 0.0, nan, 0.0, 0.169921875, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.21616274468728905, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.312317141086682, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4996907854050711, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19247802886085438, nan, nan, nan, nan, nan, nan, 0.5411028180803571, 0.0, nan, nan, nan, 0.12620476450263685, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2800834740198837, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.6124	28.0	560	1.8721	0.1075	0.1603	0.5702	[0.5448346125485181, nan, nan, 0.5672943175666879, 0.0, 0.5042981196820617, nan, nan, 0.2629819992163551, nan, 0.236580259222333, nan, 0.0690863579474343, nan, 0.3547360152147848, 0.0, nan, 0.0, 0.2310261753794765, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.24671352583586625, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.27564790016688556, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.26428478364723423, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16550350500530278, nan, nan, nan, nan, nan, nan, 0.32623642424018795, 0.0, nan, nan, nan, 0.09799639401711573, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25945924563381395, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8027905615273283, nan, nan, 0.7343578144403051, 0.0, 0.5393621353905785, nan, nan, 0.27412728539509407, nan, 0.42214908379291943, nan, 0.08268424206111444, nan, 0.6709415076634345, 0.0, nan, 0.0, 0.2482056656504065, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3022833601005516, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.37701291876161863, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5376211090496805, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3155459988360968, nan, nan, nan, nan, nan, nan, 0.46254185267857145, 0.0, nan, nan, nan, 0.1754409892707765, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3075876946163947, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4128	29.0	580	1.8947	0.1015	0.1515	0.5672	[0.5369345091959311, nan, nan, 0.5259573297404443, 0.0, 0.4334373972312696, nan, nan, 0.3038057970010735, nan, 0.2185501761712123, nan, 0.03648068669527897, nan, 0.35943725055899356, 0.0, nan, 0.0, 0.18332768127409976, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.22585844682700668, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.321196351843905, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2672037380165955, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13212522049102754, nan, nan, nan, nan, nan, nan, 0.3161858880206803, 0.0, nan, nan, nan, 0.07301551224501392, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22899218036756241, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8469043224432049, nan, nan, 0.6613491218733368, 0.0, 0.4504000112349557, nan, nan, 0.31615933498306226, nan, 0.35753424657534244, nan, 0.04074295985620132, nan, 0.7279480763215515, 0.0, nan, 0.0, 0.23177083333333334, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.29027302562670204, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.46380472040725085, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.48838236593338635, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17694781176331337, nan, nan, nan, nan, nan, nan, 0.46925571986607145, 0.0, nan, nan, nan, 0.11683942535006364, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27054023635340463, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4735	30.0	600	1.9203	0.1026	0.1547	0.5655	[0.5422595088035637, nan, nan, 0.5278166973926784, 0.0, 0.390399498948687, nan, nan, 0.22679231164944114, nan, 0.2336248209080579, nan, 0.052385636989670435, nan, 0.3708067166213538, 0.0, nan, 0.0, 0.211961492551196, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.26130982053838486, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2559628284581852, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.26185557817771105, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15475602274799793, nan, nan, nan, nan, nan, nan, 0.36035855870693, 0.0, nan, nan, nan, 0.08791753653444677, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26869751228014577, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8485051144032654, nan, nan, 0.666617881852049, 0.0, 0.40851235142941406, nan, nan, 0.23302020517502342, nan, 0.4206368973492261, nan, 0.06381066506890354, nan, 0.7155429806352547, 0.0, nan, 0.0, 0.217114456300813, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3904289737681261, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3145683156978249, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5188915392997026, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23016186145606266, nan, nan, nan, nan, nan, nan, 0.5341971261160714, 0.0, nan, nan, nan, 0.15316421167484998, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31809229037703995, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.6479	33.0	660	1.9507	0.1008	0.1522	0.5669	[0.5431414487797591, nan, nan, 0.5277346056726335, 0.0, 0.35769789626634657, nan, nan, 0.2585239584431404, nan, 0.24118986592053265, nan, 0.015101592531576058, nan, 0.42224579820202135, 0.0, nan, 0.0, 0.17040506746893128, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.17813205273964466, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.332542402671588, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2409005575947771, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1320998369181021, nan, nan, nan, nan, nan, nan, 0.35275314383386797, 0.0, nan, nan, nan, 0.10279603143924752, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25782405826789573, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8684931618232969, nan, nan, 0.6460395600496718, 0.0, 0.3710718615853459, nan, nan, 0.2651418686783749, nan, 0.4201921366304928, nan, 0.0164769322947873, nan, 0.6988511957232633, 0.0, nan, 0.0, 0.21316056910569106, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.24433815143262808, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4452148812838755, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5063757104573431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18616040164524625, nan, nan, nan, nan, nan, nan, 0.5542340959821429, 0.0, nan, nan, nan, 0.18135115475541008, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.318725379853686, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.8183	34.0	680	1.9143	0.1031	0.1558	0.5678	[0.5480713566678218, nan, nan, 0.5479425181993601, 0.0, 0.3765008653638134, nan, nan, 0.2841383082989538, nan, 0.2311076082772778, nan, 0.004732327713694173, nan, 0.37658329098676907, 0.0, nan, 0.0, 0.21566373860930957, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2464846047849666, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.292408601307336, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.29701210882214185, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13492014831212668, nan, nan, nan, nan, nan, nan, 0.3659121368235974, 0.0, nan, nan, nan, 0.07582390352688527, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22982918765743074, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.843883653423967, nan, nan, 0.6813242859677133, 0.0, 0.3910466765596693, nan, nan, 0.2994978737717128, nan, 0.448639032200676, nan, 0.004793289394847214, nan, 0.7112136377854238, 0.0, nan, 0.0, 0.2502858231707317, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.355980727602821, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.40947846480872857, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5562034337544541, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2061982778177801, nan, nan, nan, nan, nan, nan, 0.5189732142857143, 0.0, nan, nan, nan, 0.12520458265139117, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27384637028700054, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.2191	35.0	700	1.9490	0.1000	0.1512	0.5619	[0.5436311374588498, nan, nan, 0.5453074772155164, 0.0, 0.3378244988377858, nan, nan, 0.21919112375265923, nan, 0.2249102870813397, nan, 0.0, nan, 0.379285807197019, 0.0, nan, 0.0, 0.2015636948142137, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.23437628499869165, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.29198362282312423, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2940659270390383, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1330722085955672, nan, nan, nan, nan, nan, nan, 0.3883578239328809, 0.0, nan, nan, nan, 0.07144790257104194, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23467649828681347, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8467549151935992, nan, nan, 0.6936491041334043, 0.0, 0.3476610226618419, nan, nan, 0.22402277586911082, nan, 0.4014054438711973, nan, 0.0, nan, 0.704780049478204, 0.0, nan, 0.0, 0.20509400406504066, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3648371854851849, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.40163465083262084, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.541714521306358, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20709586419813972, nan, nan, nan, nan, nan, nan, 0.5618198939732143, 0.0, nan, nan, nan, 0.12002182214948172, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2746201463140124, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.4505	36.0	720	1.9021	0.1039	0.1581	0.5700	[0.5501348928397876, nan, nan, 0.5464291938238472, 0.0, 0.417835342895364, nan, nan, 0.277820679798527, nan, 0.2329760272549753, nan, 0.010907003444316877, nan, 0.3872615084530351, 0.0, nan, 0.0, 0.16958054536297576, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2332100310834189, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.31665893602597495, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.270247255253794, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13496359408229924, nan, nan, nan, nan, nan, nan, 0.3511423078642643, 0.0, nan, nan, nan, 0.09823238813215683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26090038314176245, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8342006407233343, nan, nan, 0.6952989178641121, 0.0, 0.44157120855354626, nan, nan, 0.28955144991951565, nan, 0.399039316847536, nan, 0.011384062312762133, nan, 0.7169932038558876, 0.0, nan, 0.0, 0.22456173780487804, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.38593673626143427, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4176830942277373, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5233677886739111, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20093112257479065, nan, nan, nan, nan, nan, nan, 0.5478515625, 0.0, nan, nan, nan, 0.1563920712856883, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3193350215719377, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
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0.2842	38.0	760	1.9205	0.1025	0.1585	0.5624	[0.5504131710345792, nan, nan, 0.5377376687792781, 0.0, 0.4045321926072173, nan, nan, 0.24501002551950418, nan, 0.2127832554921294, nan, 0.0, nan, 0.37120450281425893, 0.0, nan, 0.0, 0.19138700177858123, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.26460959658191946, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2631434269390395, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.30983606557377047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14422094988085857, nan, nan, nan, nan, nan, nan, 0.34867412341334675, 0.0, nan, nan, nan, 0.10463275768385741, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2554057491732384, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8163164913079537, nan, nan, 0.6923718289870499, 0.0, 0.4316235915344609, nan, nan, 0.2583427431948682, nan, 0.437680128091087, nan, 0.0, nan, 0.7032587368840105, 0.0, nan, 0.0, 0.20846036585365854, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.422363428997044, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3829428421275561, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.6066790352504638, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2319323752502885, nan, nan, nan, nan, nan, nan, 0.4838169642857143, 0.0, nan, nan, nan, 0.2013547917803237, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30604014256237105, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.6872	39.0	780	1.9138	0.1034	0.1567	0.5636	[0.5405886514365946, nan, nan, 0.5502643653658655, 0.0, 0.49325517247333367, nan, nan, 0.23752020426807843, nan, 0.2267360822648685, nan, 0.0, nan, 0.3406493052372853, 0.0, nan, 0.0, 0.2442964935641367, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.21121766592728802, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2463241188191375, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.28476007677543186, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13489486126664177, nan, nan, nan, nan, nan, nan, 0.361963856730688, 0.0, nan, nan, nan, 0.09855813104581128, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2674891487115317, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8123851495292147, nan, nan, 0.698341316302998, 0.0, 0.5349102841975667, nan, nan, 0.2436032962544747, nan, 0.436986301369863, nan, 0.0, nan, 0.7133249921801689, 0.0, nan, 0.0, 0.2621951219512195, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.29810534646090825, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3374487210661312, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5461318726624849, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21387214819052505, nan, nan, nan, nan, nan, nan, 0.5228794642857143, 0.0, nan, nan, nan, 0.1718494271685761, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3207887825923842, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.2441	40.0	800	1.9050	0.1032	0.1561	0.5662	[0.5468867008185732, nan, nan, 0.5452908762328377, 0.0, 0.3754907205091707, nan, nan, 0.2876250788785721, nan, 0.2273667899139884, nan, 0.0, nan, 0.37150832824949626, 0.0, nan, 0.0, 0.20202555017037974, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.22911861382796614, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.27558622068896554, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.30820588718960695, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13941189056189993, nan, nan, nan, nan, nan, nan, 0.3467311747922094, 0.0, nan, nan, nan, 0.10262970160635655, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.272493372836426, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8394949425137821, nan, nan, 0.707898704984921, 0.0, 0.38775108955664056, nan, nan, 0.3066213391634433, nan, 0.4124355096957837, nan, 0.0, nan, 0.714306025535303, 0.0, nan, 0.0, 0.2362963668699187, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.331785489840095, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.3891159237267529, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5519333274435315, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20566564414152275, nan, nan, nan, nan, nan, nan, 0.48740931919642855, 0.0, nan, nan, nan, 0.18967084924531732, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32779966235227914, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.3457	41.0	820	1.9148	0.1022	0.1563	0.5630	[0.5496464820282452, nan, nan, 0.5174615510762847, 0.0, 0.42047353265313375, nan, nan, 0.24761739933079496, nan, 0.22631469509659372, nan, 0.0, nan, 0.385676903797883, 0.0, nan, 0.0, 0.1837427023615421, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2316131903205512, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2716409714637014, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.287668450904449, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14343734552267498, nan, nan, nan, nan, nan, nan, 0.3513340000246923, 0.0, nan, nan, nan, 0.10442469619574091, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26875515251442705, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8327136828582115, nan, nan, 0.6437333688131985, 0.0, 0.44293812816275707, nan, nan, 0.25780217668116184, nan, 0.4259918164027753, nan, 0.0, nan, 0.7198225609235931, 0.0, nan, 0.0, 0.22189405487804878, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.3513255592021041, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.35697981786663946, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5840032982890125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23182880759101623, nan, nan, nan, nan, nan, nan, 0.49625069754464285, 0.0, nan, nan, nan, 0.2035370067284961, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32869067717126244, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.1864	42.0	840	1.9114	0.1033	0.1557	0.5685	[0.5475063763100672, nan, nan, 0.5161369441592707, 0.0, 0.39473872264403753, nan, nan, 0.304892066484287, nan, 0.23328709275995022, nan, 0.0, nan, 0.4108835268803075, 0.0, nan, 0.0, 0.16129153275726238, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.22564538568557738, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.306204989931397, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2927674045152555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13838739081929743, nan, nan, nan, nan, nan, nan, 0.34278957043003827, 0.0, nan, nan, nan, 0.09248442839485228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26636222308589197, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8493730993771649, nan, nan, 0.6532996274614157, 0.0, 0.41373660582626076, nan, nan, 0.31863392835691806, nan, 0.4068848959259918, nan, 0.0, nan, 0.7113202718457645, 0.0, nan, 0.0, 0.20480818089430894, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.33975746572632265, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.4222246625199037, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.547633772123568, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2006598739433633, nan, nan, nan, nan, nan, nan, 0.5105678013392857, 0.0, nan, nan, nan, 0.1734860883797054, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3213984243106359, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.3135	43.0	860	1.9388	0.1018	0.1547	0.5664	[0.546862945213875, nan, nan, 0.5246658135232505, 0.0, 0.3974967841866551, nan, nan, 0.2844693541275035, nan, 0.21916994580147003, nan, 0.0, nan, 0.40713335959814834, 0.0, nan, 0.0, 0.15979186722396208, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.24482437604362153, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2855299569533515, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3027449753656057, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12809480296151327, nan, nan, nan, nan, nan, nan, 0.30655225252834817, 0.0, nan, nan, nan, 0.09212207587969333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2741830516496736, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.8479491568145968, nan, nan, 0.6691280823132872, 0.0, 0.418062063767736, nan, nan, 0.2944886240780338, nan, 0.42013876534424477, nan, 0.0, nan, 0.705256348281059, 0.0, nan, 0.0, 0.20822217987804878, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.38563415031538767, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.40790185819953095, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5700150189946108, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17560143219277394, nan, nan, nan, nan, nan, nan, 0.4360874720982143, 0.0, nan, nan, nan, 0.1704400800145481, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3259941849559182, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]
0.5178	44.0	880	1.9380	0.1024	0.1570	0.5615	[0.5472400596568919, nan, nan, 0.527900210495653, 0.0, 0.4073210991358384, nan, nan, 0.2658485054896845, nan, 0.22410170866958207, nan, 0.0, nan, 0.37217564094573635, 0.0, nan, 0.0, 0.18677236806022984, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.2517171748672649, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.2651988277777168, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3283525509398199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13161484258840261, nan, nan, nan, nan, nan, nan, 0.3161581110670064, 0.0, nan, nan, nan, 0.09775962432128357, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2742285205405196, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.824929260241003, nan, nan, 0.6751330494944119, 0.0, 0.4320308586783011, nan, nan, 0.27661389135814335, nan, 0.44216331613591886, nan, 0.0, nan, 0.7216637756988086, 0.0, nan, 0.0, 0.2379319105691057, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.37574191746386426, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.37904446658143054, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.612185999941102, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20081769132892102, nan, nan, nan, nan, nan, nan, 0.43057686941964285, 0.0, nan, nan, nan, 0.18171485724677214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.33213749765522416, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]

The model card is truncated. Read the rest on Hugging Face.

Library: transformers
Type: segformer
License: other
Created: Oct 12, 2023
Updated: Oct 12, 2023