segformer-b0-scene-parse-150

univers1123/segformer-b0-scene-parse-150

segformer-b0-scene-parse-150 is a image segmentation model from univers1123. Use it for the image segmentation 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

Task: Image Segmentation
Library: transformers
License: other
Model type: segformer
Access: Public
Created: Aug 7, 2023
Updated: Aug 9, 2023
SHA: 730d46a0

Base models

nvidia/mit-b0

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: 2.3431
Mean Iou: 0.0959
Mean Accuracy: 0.1537
Overall Accuracy: 0.5496
Per Category Iou: [0.44824978876617866, 0.7548671615728508, 0.7119201505944329, 0.5304481563680256, 0.5684691275095736, 0.33051502835188457, 0.6982393617021276, 0.0, 0.3703529914609331, 0.6659141206351092, 0.028823893043720683, 0.17181416221210322, 0.052153820762502065, 0.0, 0.0, 0.0005543923800536699, 0.40565901784724534, 0.05230759173712194, 0.0, 0.07225859019823891, 0.29980315155352005, nan, 0.003601361102652032, 0.0, 0.0, nan, 0.0, 0.0, 0.38898705304076847, 0.05940808241958817, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
Per Category Accuracy: [0.8427949438202247, 0.9402615186644498, 0.7846678763016725, 0.7286579984703183, 0.8303175022736334, 0.469325820621132, 0.9020126572710594, nan, 0.5974398752913491, 0.9683369330453564, 0.05725843345934362, 0.24220857754209693, 0.12377594986290638, 0.0, 0.0, 0.0005611873291065182, 0.9580213623749935, 0.08566177782535773, 0.0, 0.16335928996064641, 0.43531591571750716, nan, 0.0036190907034607555, 0.0, 0.0, nan, nan, 0.0, 0.45750991876062724, 0.24276243093922653, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 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
4.9918	0.5	20	4.8969	0.0108	0.0487	0.1875	[0.18900717264720193, 0.17829851112253592, 0.40144144917749963, 0.1885612981412077, 0.11895876927062042, 0.09866217819019046, 0.0057814729592400894, 0.0, 0.0, 0.0, 0.009622579129617706, 0.022129523898301137, 0.0037298450062015365, 0.0, 0.0, 0.0, 0.06277911646586345, 0.0, 0.0, 0.003906402593851322, 0.012887091043266734, nan, 0.0019786836291242806, 0.0, 0.0, 0.0, 0.0, 0.0, 0.015807537456273512, 0.016491354532320934, 0.0, 0.0, 0.0, nan, 0.001438298321545445, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.025794247180438844, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.012904182735093445, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0]	[0.2067212858926342, 0.2463388525747603, 0.8113718838750394, 0.515406462102938, 0.1316758582686337, 0.11907251217424253, 0.007544887960475232, nan, 0.0, 0.0, 0.013315354795213214, 0.22085775420969392, 0.054576315445880666, 0.0, 0.0, 0.0, 0.07673176606105031, 0.0, 0.0, 0.004186552792430713, 0.013544374703761687, nan, 0.0021687933259709673, 0.0, 0.0, nan, nan, 0.0, 0.01809937653504629, 0.30082872928176796, 0.0, nan, 0.0, nan, 0.0019430975470621792, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.3248302818350134, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.05007914807886027, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
4.551	1.0	40	4.5955	0.0202	0.0640	0.3442	[0.3519414971273263, 0.3937735618735424, 0.42161939446421154, 0.21975617697678057, 0.3809140886893701, 0.09030492572322127, 0.005777833411293457, 0.0, 0.0, 0.0, 0.0, 0.02885598249784122, 0.0, 0.0, 0.0, 0.0, 0.0573680633208358, 0.0, 0.0011308737583006134, 0.006298751950078003, 0.057306667023884476, nan, 0.0014234124996705063, 0.0, 0.0, 0.0, nan, 0.0, 0.017088433502956954, 0.023128390596745027, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0052120890103356235, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0]	[0.5003401997503121, 0.785197975265903, 0.952571789207952, 0.4632600048849975, 0.5973921536125012, 0.09887449654069073, 0.006026290292656446, nan, 0.0, 0.0, 0.0, 0.4399013861754582, 0.0, 0.0, 0.0, 0.0, 0.06849835069898948, 0.0, 0.0098046905639658, 0.0067612827597756005, 0.06144521207072375, nan, 0.0014369918969623589, 0.0, 0.0, nan, nan, 0.0, 0.018779520120914415, 0.07066298342541437, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.01695124459987657, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
4.3293	1.5	60	4.2491	0.0352	0.0776	0.4184	[0.3871309742960387, 0.45006666311952553, 0.6112315905191344, 0.3032571607536305, 0.44533070206501846, 0.063346836376098, 0.022528980712202534, 0.0, 0.0, 0.0, 0.0, 0.029790687595074403, 0.0019532612486920127, 0.0, 0.0, 0.0, 0.24116048081196448, 0.0, 0.0, 0.0003640114056907116, 0.2558965972702686, nan, 0.0005833454863642993, 0.0, 0.0, nan, 0.0, 0.0, 0.002751498247333308, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7088701622971286, 0.8308114309791149, 0.8838434837488167, 0.5903983055833383, 0.8704499330230141, 0.06874412338436925, 0.02526644174013427, nan, 0.0, 0.0, 0.0, 0.3261233603125872, 0.0036558297427862646, 0.0, 0.0, 0.0, 0.305421749829834, 0.0, 0.0, 0.00037678975131876413, 0.350616893842552, nan, 0.0005854411432068869, 0.0, 0.0, nan, nan, 0.0, 0.0027583600982429624, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.9435	2.0	80	4.1371	0.0349	0.0760	0.4181	[0.35782571228523724, 0.4339785275779836, 0.33734326770427064, 0.3463785302488506, 0.485148026657255, 0.060373176138162864, 0.25141442893216265, 0.0, 0.0, 0.0, 0.0, 0.03557946863062567, 0.0016987542468856172, 0.0, 0.0, 0.0, 0.07208336234305739, 0.0, 0.0, 0.0, 0.23636984914447706, nan, 0.0012355355980390855, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0013693940431359123, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.5806023720349563, 0.8385180609014508, 0.9781397917324077, 0.6769715154724274, 0.8375259283816657, 0.06956509535905245, 0.3441307230861203, nan, 0.0, 0.0, 0.0, 0.18348218438924552, 0.0019584802193497847, 0.0, 0.0, 0.0, 0.08131315775695062, 0.0, 0.0, 0.0, 0.26825905232466285, nan, 0.0012374096890509201, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0026519337016574587, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.951	2.5	100	3.7658	0.0401	0.0786	0.4477	[0.405717317146636, 0.4086408628919567, 0.46930568969097103, 0.3717459827442089, 0.4797755033427323, 0.09497839561115337, 0.3326272962505519, 0.0, 0.0, 0.0, 0.0, 0.042534003647694614, 0.0014730878186968838, 0.0, 0.0, 0.0, 0.0077221054763652935, 0.0, 0.0, 0.0, 0.1928527248986324, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.6074812734082397, 0.8766682989045027, 0.9717970968759861, 0.7857572013599547, 0.917421184439835, 0.10295479742341103, 0.40897690494678035, nan, 0.0, 0.0, 0.0, 0.14699041771327565, 0.00169734952343648, 0.0, 0.0, 0.0, 0.007984711241426252, 0.0, 0.0, 0.0, 0.2015282306134467, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.7065	3.0	120	3.6117	0.0484	0.0779	0.4436	[0.30003355195190606, 0.6100469285116588, 0.7166468505013384, 0.2808355790192315, 0.4914731888407471, 0.004109398150913026, 0.3171473942892336, 0.0, 0.0, 0.0, 0.0, 0.0061059528193994845, 0.0, 0.0, 0.0, 0.0, 0.29060069752832357, 0.0, 0.0, 0.0, 0.17904034375746, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8819553682896379, 0.8053072403033685, 0.8891882297254654, 0.6263173002009267, 0.8730573314039183, 0.005069677365030804, 0.3609246267067045, nan, 0.0, 0.0, 0.0, 0.007326262908177505, 0.0, 0.0, 0.0, 0.0, 0.351196397717158, 0.0, 0.0, 0.0, 0.1831291383594502, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.2097	3.5	140	3.5176	0.0525	0.0915	0.4632	[0.33578357247667373, 0.5622071180819789, 0.5852978266414613, 0.30513441309066625, 0.47613907301517233, 0.11756483464192244, 0.4294152765583846, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.31985655288181825, 0.0, 0.0, 0.0, 0.2843118911299879, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7485081148564294, 0.7992375930944952, 0.9684679709687598, 0.6516123166120225, 0.9277790969083065, 0.15255694177414147, 0.8402174137113565, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4389758626106079, 0.0, 0.0, 0.0, 0.32737744710799593, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.2266	4.0	160	3.2810	0.0575	0.0941	0.4847	[0.3992063720223229, 0.4874371519350326, 0.6386934837529401, 0.33463546895473684, 0.5312770971534357, 0.1190245013596048, 0.667785108591032, 0.0, 1.4805712043706462e-05, 0.0, 0.0, 0.0017248288238061224, 0.0, 0.0, 0.0, 0.0, 0.30151870601308806, 0.0, 0.0, 0.0, 0.2782594792704375, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.033659066232356136, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.6934503745318352, 0.9230902817318423, 0.9254102240454402, 0.8022610050614992, 0.8948483721680384, 0.14665927557994302, 0.8533694315222395, nan, 1.4989020542452654e-05, 0.0, 0.0, 0.0023025397711415015, 0.0, 0.0, 0.0, 0.0, 0.35161526781506885, 0.0, 0.0, 0.0, 0.32496445140255376, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.1061878453038674, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.9497	4.5	180	3.1974	0.0642	0.1033	0.5107	[0.3818606056702946, 0.646717576231877, 0.6893883610101498, 0.35965565930008286, 0.515791148910165, 0.1709952263303293, 0.5905499827668784, 0.0, 0.0, 0.00023758099352051836, 0.0, 0.006708633919955889, 0.0, 0.0, 0.0, 0.0, 0.41776764937787264, 0.0, 0.0, 0.0, 0.3965531191844, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8420318352059926, 0.9034080556631061, 0.9232289365730514, 0.7692872717288791, 0.9074888782362877, 0.22193959891659767, 0.9065753217571756, nan, 0.0, 0.00023758099352051836, 0.0, 0.006791329425993115, 0.0, 0.0, 0.0, 0.0, 0.5687077857479449, 0.0, 0.0, 0.0, 0.563147235827241, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.6589	5.0	200	2.9663	0.0613	0.1024	0.5079	[0.42472276030924794, 0.5137600415836002, 0.5653029156997235, 0.3946772310334331, 0.48347829428413946, 0.27808625336927223, 0.5484221892074007, 0.0, 0.0, 0.028530701280749877, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.40734839451719446, 0.0, 0.0, 0.0, 0.3426947471859925, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7298252184769038, 0.931391919283941, 0.9522049542442411, 0.7744040392154765, 0.9018775956382078, 0.3619644385814727, 0.9283785362367638, nan, 0.0, 0.02853131749460043, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5053144143672443, 0.0, 0.0, 0.0, 0.4407882452637778, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.0452	5.5	220	2.9555	0.0726	0.1078	0.5230	[0.41914107733008765, 0.6093066343751574, 0.8022820448088637, 0.37087502661273153, 0.5109690014151442, 0.285823996633528, 0.6652541677829964, 0.0, 0.08014894937494459, 0.02611231101511879, 0.0, 0.00470151136389698, 0.0, 0.0, 0.0, 0.0, 0.583424459802292, 0.0, 0.0, 0.009707533967511648, 0.3496014880350035, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0003960101972625795, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7738607990012485, 0.9296880337987109, 0.8900007888923951, 0.8633894394911045, 0.8759447339064831, 0.3812818389772233, 0.8360464237368497, nan, 0.08807548470745179, 0.02611231101511879, 0.0, 0.004767885384686948, 0.0, 0.0, 0.0, 0.0, 0.6983742604324834, 0.0, 0.0, 0.011471154651260152, 0.5210203524697299, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0008839779005524862, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.2101	6.0	240	2.9536	0.0660	0.1036	0.5149	[0.4210730477967065, 0.6183098808624755, 0.6734301776779076, 0.35971565731735283, 0.4806664840057538, 0.27224325054511417, 0.7002499830387291, 0.0, 0.011102840450618944, 0.14168103448275862, 0.0, 0.04930317875757779, 0.00026014568158168577, 0.0, 0.0, 0.0, 0.34496024621697874, 0.0, 0.0, 0.0071056371387967785, 0.272962729746106, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.003966609436978272, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7978604868913858, 0.8565931969845355, 0.9539720732092143, 0.8333395732936828, 0.9431322829072044, 0.35000070168544845, 0.921994928845797, nan, 0.01330275573142673, 0.14198704103671705, 0.0, 0.05126058237975625, 0.0002611306959133046, 0.0, 0.0, 0.0, 0.4225352112676056, 0.0, 0.0, 0.007849786485807586, 0.3299915257888916, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.007403314917127072, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.1038	6.5	260	2.8714	0.0713	0.1055	0.5121	[0.333925564423404, 0.752032134611127, 0.736398567000167, 0.33990449010114204, 0.5520605777794296, 0.21890770835546186, 0.7222780908403896, 0.0, 7.871071843208248e-05, 0.07598360127927194, 0.0, 0.060659762997758084, 0.0, 0.0, 0.0, 0.0, 0.5471373300677954, 0.0, 0.0, 0.0, 0.29813009355328596, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.926833645443196, 0.9138335003530189, 0.938908172925213, 0.6401967548640491, 0.8983786641339361, 0.281996856449191, 0.8340674367308234, nan, 8.993412325471592e-05, 0.07645788336933046, 0.0, 0.0660759140385152, 0.0, 0.0, 0.0, 0.0, 0.8070841405309178, 0.0, 0.0, 0.0, 0.3693750628384298, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.7936	7.0	280	2.7721	0.0696	0.1104	0.5252	[0.4010650933145876, 0.6469693944006977, 0.6760729291497917, 0.3905446292113494, 0.5370746026129916, 0.3149111124917947, 0.4465377195337425, 0.0, 0.0015380273740651898, 0.29528359209671673, 0.0, 0.0016221666885878382, 0.0, 0.0, 0.0, 0.0, 0.4981196507305265, 0.0, 0.0, 0.0028347369074468746, 0.31121040158284957, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0025029983834802105, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8289122971285893, 0.9177295192110597, 0.9145945093089303, 0.7626461710711873, 0.9180707940020877, 0.4089984141908865, 0.9829174941077036, nan, 0.0016338032391273393, 0.3043844492440605, 0.0, 0.0017210903339845568, 0.0, 0.0, 0.0, 0.0, 0.603356196659511, 0.0, 0.0, 0.002867788662815038, 0.4111715955934102, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.005303867403314917, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
1.7945	7.5	300	2.7396	0.0686	0.1095	0.5169	[0.3938437827362631, 0.5819843893842082, 0.6473757929342038, 0.36969978588499103, 0.5214727294114572, 0.32975030466734545, 0.5638207004122257, 0.0, 0.01157430251082007, 0.20381216057927803, 0.0, 0.0004631023224581471, 0.0, 0.0, 0.0, 0.0, 0.5491695655139486, 0.0, 0.0, 0.0, 0.2884391553243545, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.836646379525593, 0.9250916710319539, 0.8823840328179237, 0.6836981927291982, 0.8937373158132887, 0.43858498112466143, 0.9389056476715981, nan, 0.01230598586535363, 0.20669546436285097, 0.0, 0.00046515954972555586, 0.0, 0.0, 0.0, 0.0, 0.8431200586418137, 0.0, 0.0, 0.0, 0.34882151013314566, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.7413	8.0	320	2.6350	0.0787	0.1150	0.5338	[0.39834735692948187, 0.6935465113678552, 0.6795960676787267, 0.39310146783541766, 0.49596738777838023, 0.32174356359928624, 0.7683469195364054, 0.0, 0.007555978330533573, 0.47093784418445167, 0.0, 0.0837117604058215, 0.0, 0.0, 0.0, 0.0, 0.4067670846627588, 0.0, 0.0, 0.03581658980557869, 0.3532967032967033, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0038626609442060085, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8854556803995006, 0.8828632108775366, 0.9219233196591985, 0.785858823571361, 0.9486830846150055, 0.39855031786350814, 0.9520851514131204, nan, 0.008393851503773486, 0.4894600431965443, 0.0, 0.08789189692064378, 0.0, 0.0, 0.0, 0.0, 0.5023037855385099, 0.0, 0.0, 0.03690446286527673, 0.4525372362581331, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.007955801104972376, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
3.1279	8.5	340	2.7466	0.0803	0.1261	0.5379	[0.4732868837154453, 0.5795366043613707, 0.6346097819782593, 0.44734531422398605, 0.5925445006034769, 0.33420482145366226, 0.5418888704389498, 0.0, 0.07466121037607358, 0.5396965892015397, 0.0, 0.0583367158255536, 0.0, 0.0, 0.0, 0.0, 0.5034441615738396, 0.0, 0.0, 0.034642576590730556, 0.38949905000231705, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.013078260869565218, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.7515792759051186, 0.9406003029129751, 0.9365375512780056, 0.8283761305471019, 0.8555873142452657, 0.4673154918113308, 0.9642545472036501, nan, 0.08997159580607206, 0.5662850971922246, 0.0, 0.06016838775700065, 0.0, 0.0, 0.0, 0.0, 0.9499842923713283, 0.0, 0.0, 0.03692539562923888, 0.603608003102423, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.020773480662983426, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.92	9.0	360	2.6091	0.0828	0.1284	0.5504	[0.40748999734012986, 0.7308994689832818, 0.6897258549098384, 0.4145929905545104, 0.5999534865692469, 0.34933757496681506, 0.6454950667228029, 0.0, 0.06552173666609987, 0.6525195767828322, 0.0, 0.09638426690376392, 0.0, 0.0, 0.0, 0.0, 0.3726748249924363, 0.0, 0.0, 0.02772521596051008, 0.4127414994395235, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.9037031835205992, 0.9192924818366092, 0.9290785736825496, 0.8003123545866383, 0.8667919591776391, 0.4330416660819288, 0.9692295006493551, nan, 0.0779728848618387, 0.7073002159827214, 0.0, 0.10589357149502279, 0.0, 0.0, 0.0, 0.0, 0.9351798523482905, 0.0, 0.0, 0.028217365820983, 0.5394338077934016, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.3087	9.5	380	2.6150	0.0814	0.1198	0.5299	[0.3815018185439071, 0.7057178358063663, 0.7535985879427576, 0.3887717278415141, 0.5256222584858059, 0.34564103730405565, 0.5961295113764614, 0.0, 0.07287089141198226, 0.5505775075987842, 0.0, 0.012498381038725553, 0.0, 0.0, 0.0, 0.0, 0.6003507871321013, 0.0, 0.0, 0.02191998411595354, 0.333831518774682, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0007605753528845938, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.9088030586766542, 0.9184341335094632, 0.9228818239192175, 0.6333363641712174, 0.924981295724673, 0.42656160096551915, 0.8384170852544853, nan, 0.10986202606590673, 0.5868466522678186, 0.0, 0.013466368964554842, 0.0, 0.0, 0.0, 0.0, 0.9184904968846537, 0.0, 0.0, 0.023109771414217533, 0.4395242951323557, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0018784530386740331, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.1879	10.0	400	2.5502	0.0829	0.1264	0.5403	[0.42541993453087873, 0.623683983411115, 0.7597304629844778, 0.4205088170462895, 0.5924400522095842, 0.34972647970735005, 0.542108695993839, 0.0, 0.10089223190785503, 0.6533185760423849, 0.0, 0.06435332551516167, 0.0, 0.0, 0.0, 0.0, 0.5496072567949156, 0.0, 0.0, 0.04006614926155156, 0.3497377708876208, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8211766541822721, 0.9566740496959483, 0.9156831808141369, 0.734648360405847, 0.8896447755710964, 0.4752831300784484, 0.9480653340571296, nan, 0.1252557501630056, 0.7776889848812095, 0.0, 0.07147176481533166, 0.0, 0.0, 0.0, 0.0, 0.8636839625111262, 0.0, 0.0, 0.05122247341538977, 0.4568748833000589, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.7904	10.5	420	2.5607	0.0847	0.1294	0.5527	[0.4089931781192911, 0.6850029861356511, 0.7236868938816361, 0.44801602679367497, 0.6048018807233796, 0.3552823794275764, 0.7384593465045592, 0.0, 0.08126260723073171, 0.6861535314971366, 0.0, 0.07176723173949993, 0.0, 0.0, 0.0, 0.0, 0.5202545409432902, 0.0, 0.0, 0.03092656227494393, 0.31232833178217145, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0070865882197831175, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8964903245942571, 0.9436849477304302, 0.9098295992426633, 0.8017938994581931, 0.8528925545784034, 0.4667366013163619, 0.9616021548969621, nan, 0.10989949861726285, 0.8695032397408208, 0.0, 0.07463484975346543, 0.0, 0.0, 0.0, 0.0, 0.9331771296926541, 0.0, 0.0, 0.03146194423511681, 0.39524295132355686, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0356353591160221, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.0716	11.0	440	2.5680	0.0847	0.1296	0.5415	[0.41481850137628407, 0.7203849284695957, 0.6669945193799962, 0.4362842862741063, 0.5323843818628085, 0.3475532762707128, 0.7414915042691402, 0.0, 0.1676274467627447, 0.6863883910106163, 0.0, 0.07245906603508316, 0.0, 0.0, 0.0, 0.0, 0.42361977248072585, 0.0, 0.0, 0.03842720421848077, 0.3414301980308544, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8675733458177278, 0.9120399366843556, 0.944245029977911, 0.7105906389897683, 0.8862332053527828, 0.47125545560436166, 0.8980959121549656, nan, 0.23361887417466706, 0.860194384449244, 0.0, 0.0779142245790306, 0.0, 0.0, 0.0, 0.0, 0.9558615634326405, 0.0, 0.0, 0.038746546093946246, 0.43930884908722695, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.0188	11.5	460	2.5824	0.0882	0.1300	0.5276	[0.37841752646478294, 0.7626005273875548, 0.7449055407856049, 0.4290295891463663, 0.42924333297292483, 0.3342814382591885, 0.7440181926043109, 0.0, 0.2021076120669866, 0.6599823849517159, 0.0, 0.08257497897785668, 0.0, 0.0, 0.0, 0.0, 0.5392052554536042, 0.0, 0.0, 0.07886073041880408, 0.3480013762317715, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8847003745318353, 0.9254219145011046, 0.8344193751972231, 0.7922913312687979, 0.604714821402171, 0.46469820508862286, 0.879034419256643, nan, 0.2837346643583575, 0.906328293736501, 0.0, 0.10277700251186157, 0.0, 0.0, 0.0, 0.0, 0.9884418032357715, 0.0, 0.0, 0.08624298752407268, 0.566580009479626, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.0354	12.0	480	2.5691	0.0858	0.1256	0.5228	[0.388647954155662, 0.7558385896911918, 0.7917491167908167, 0.41462958598007127, 0.49312579910285853, 0.34302476815200184, 0.6070355141984659, 0.0, 0.17537265388996187, 0.683955223880597, 0.0, 0.06567059698554022, 0.0, 0.0, 0.0, 0.0, 0.5733892374517374, 0.0, 0.0, 0.0970983628377479, 0.2620320855614973, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.010986863532732602, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.9077652933832709, 0.8871478351971211, 0.9043310192489744, 0.7432737684546827, 0.7205357262858909, 0.4256459014552956, 0.6939098049186073, nan, 0.2654030922349379, 0.910561555075594, 0.0, 0.06982044841380594, 0.0, 0.0, 0.0, 0.0, 0.9952877113985026, 0.0, 0.0, 0.15270451310391023, 0.3314852850351177, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.027955801104972377, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.1633	12.5	500	2.5259	0.0848	0.1259	0.5158	[0.34497610745189206, 0.7463073107565349, 0.854543520288191, 0.42463992477652146, 0.3850483703078828, 0.3376058072128456, 0.7316751525159396, 0.0, 0.1667267825954894, 0.7156769039332023, 0.0, 0.1001707892767362, 0.0, 0.0, 0.0, 0.0, 0.45019734202157285, 0.0, 0.0, 0.042506510283171685, 0.28340423893583844, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.013840120972909245, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.9170614856429463, 0.9196654292026328, 0.9188466393183969, 0.714963959771867, 0.5245171608926084, 0.4617756851958404, 0.8768699022188018, nan, 0.2632821458281809, 0.8571274298056155, 0.0, 0.12140664247837007, 0.0, 0.0, 0.0, 0.0, 0.9839389496832295, 0.0, 0.0, 0.043393619693544334, 0.42290622351809026, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.02983425414364641, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.5483	13.0	520	2.4923	0.0896	0.1335	0.5398	[0.4049279962132016, 0.7282255784140709, 0.8169033163371633, 0.46268063074208626, 0.566813817579484, 0.32839844004056473, 0.7444598645497946, 0.0, 0.19716698176235625, 0.6840045841519319, 0.0, 0.0826003003647286, 0.0, 0.0, 0.0, 0.0, 0.4191962626156142, 0.0, 0.0, 0.06262263410511064, 0.3241681763952101, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.002826652155511216, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8330243445692884, 0.9274802423303801, 0.9277098453770906, 0.7134342780633303, 0.8171125078961162, 0.47830739436125574, 0.9215139250596102, nan, 0.41581041886817904, 0.902354211663067, 0.0, 0.09849753465438646, 0.0, 0.0, 0.0, 0.0, 0.9889653908581602, 0.0, 0.0, 0.08685003767897513, 0.42148427962024043, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.010331491712707183, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
1.9456	13.5	540	2.4341	0.0888	0.1350	0.5530	[0.4220915846224215, 0.7247157964309319, 0.830505564319672, 0.4851139449459602, 0.5575769305206115, 0.3589983865973501, 0.6960131553803293, 0.0, 0.17180970380326335, 0.5458583575361728, 0.0, 0.059761036448993575, 0.0, 0.0, 0.0, 0.0, 0.5318637215410267, 0.0005402141790333344, 0.0, 0.0806004398126016, 0.39301167361406775, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8784550561797753, 0.9364921880337987, 0.9157739034395709, 0.7188452151092617, 0.909948434440955, 0.4637123370335546, 0.9510475575314886, nan, 0.2806993876985108, 0.8971058315334773, 0.0, 0.06898316122429994, 0.0, 0.0, 0.0, 0.0, 0.9436619718309859, 0.0006066445419833708, 0.0, 0.10587792012057272, 0.5701133246197377, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.1989	14.0	560	2.4261	0.0929	0.1401	0.5574	[0.43310794022368454, 0.7737883098855011, 0.8060680007048083, 0.489362410594968, 0.610805991884693, 0.3470086891880301, 0.6952947225347309, 0.0, 0.24357075198103878, 0.6835668749605504, 0.0, 0.1061102667862963, 0.0, 0.0, 0.0, 0.0, 0.45462912605112327, 0.0, 0.0, 0.1259496932719323, 0.33998677576659225, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.023312883435582823, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8650249687890137, 0.895028127633407, 0.9563663616282739, 0.7860460223818464, 0.8794078248831823, 0.4683925789746972, 0.9385277161253084, nan, 0.4374620590417519, 0.9356155507559395, 0.0, 0.13477997953297982, 0.0, 0.0, 0.0, 0.0, 0.9957196711869731, 0.0, 0.0, 0.1585866197772754, 0.47265989687315973, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.03988950276243094, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
1.759	14.5	580	2.4448	0.0892	0.1338	0.5493	[0.4089707662271852, 0.7381139623935532, 0.8059721309871557, 0.4820201034873249, 0.609475169473329, 0.34888232677538816, 0.7307581018518519, 0.0, 0.18989091820207427, 0.6821615899138637, 0.0, 0.10031948881789138, 0.0, 0.0, 0.0, 0.0, 0.4281578977124959, 0.0, 0.0, 0.035161336998987124, 0.3180350017944225, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.008382156737629792, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8979978152309613, 0.9191857220944268, 0.9098532660145157, 0.7118261511389711, 0.8901667032538719, 0.4567902100846233, 0.9371121906973868, nan, 0.3180745104211165, 0.9185313174946005, 0.0, 0.11684807889105964, 0.0, 0.0, 0.0, 0.0, 0.9912822660872297, 0.0, 0.0, 0.045779954785229844, 0.4327592893153125, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.01596685082872928, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.072	15.0	600	2.5027	0.0906	0.1397	0.5482	[0.44100427698407574, 0.7311103048313435, 0.7543839224188112, 0.4799902126596585, 0.6074534907993699, 0.31991640494013746, 0.6473536180005114, 0.0, 0.2340784880166992, 0.580419398818412, 0.0, 0.10936251189343482, 0.0, 0.0, 0.0, 0.0, 0.6328263382425094, 0.0, 0.0, 0.0914391513824814, 0.31230421658155033, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.03962762162933371, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.756437265917603, 0.9035276265743504, 0.9456847585989271, 0.8358712143497694, 0.8604459457643217, 0.47530418064190183, 0.9568470888963712, nan, 0.3874362029813162, 0.9654643628509719, 0.0, 0.13366359661363847, 0.0, 0.0, 0.0, 0.0, 0.9960992722132049, 0.0, 0.0, 0.1871179770576907, 0.47254499231575775, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.06138121546961326, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.2554	15.5	620	2.4405	0.0887	0.1312	0.5334	[0.3809029194882498, 0.7608027733964248, 0.7083251720737159, 0.42916048469757884, 0.5873085910806192, 0.3468435260718393, 0.7091692465883562, 0.0, 0.18719278445710874, 0.6750140822402833, 0.0, 0.10760567447568856, 0.0, 0.0, 0.0, 0.0, 0.5381403956788087, 0.0, 0.0, 0.06071958043072803, 0.3247804716408019, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.03655427552761218, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.9219366416978777, 0.9227984717698773, 0.8130680025244557, 0.6539050563290135, 0.8259001572503147, 0.45392733345495884, 0.8720117639783136, nan, 0.30082214777675353, 0.9058747300215982, 0.0, 0.1386640617731882, 0.0, 0.0, 0.0, 0.0, 0.981988585789832, 0.0, 0.0, 0.07973289793184292, 0.42233170073108023, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.10535911602209945, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.0588	16.0	640	2.4574	0.0902	0.1345	0.5342	[0.41010385424628426, 0.7977529216153805, 0.8340696293159445, 0.48971245825550463, 0.4919749346259328, 0.3272816966190114, 0.6597098182842653, 0.0, 0.2774115424895272, 0.5641758131609281, 0.0, 0.051266510616953684, 0.0, 0.0, 0.0, 0.0, 0.5074328777519622, 0.0, 0.004271625102079277, 0.1204259768046877, 0.3244459964513572, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.00036442367467684196, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8264341448189763, 0.9063033798710912, 0.9167363521615651, 0.802086286171713, 0.69115545380828, 0.48181582160349157, 0.8045269327762852, nan, 0.4446867669432141, 0.9725269978401728, 0.0, 0.05705181877383943, 0.0, 0.0, 0.0, 0.0, 0.9977223938426095, 0.0, 0.005333751666797396, 0.2073599598090932, 0.49375924622610345, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0009392265193370166, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.6455	16.5	660	2.4313	0.0867	0.1369	0.5498	[0.4264700319086269, 0.6718440123427368, 0.7997752877640454, 0.49715012632283856, 0.5883438717881697, 0.36612418224363996, 0.6399541890021792, 0.0, 0.2783565401956925, 0.6650282147881061, 0.0, 0.0636950146627566, 0.0, 0.0, 0.0, 0.0, 0.33662366696414886, 0.0016348511804587201, 0.0, 0.046494402214828666, 0.42791272943155395, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8620318352059925, 0.9229707108205981, 0.929366519406753, 0.6988416850745497, 0.8974938511094883, 0.4622037133193932, 0.8293604711088511, nan, 0.5140409649931426, 0.8883369330453563, 0.0, 0.07577449065029306, 0.0, 0.0, 0.0, 0.0, 0.9775904497617677, 0.0018199336259501124, 0.0, 0.080151553211086, 0.6211596742455797, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
1.1235	17.0	680	2.4456	0.0871	0.1344	0.5283	[0.3931975460054607, 0.7312132393646948, 0.752251080518649, 0.48870145905866136, 0.4924137639251856, 0.32257473443500867, 0.6552130418265605, 0.0, 0.23244626064529095, 0.6940257824525398, 0.0, 0.0777659332785768, 0.0, 0.0, 0.0, 0.0, 0.48322164719046834, 0.0, 0.0, 0.08978965642537043, 0.3441371440991089, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.07899262429777965, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8845521223470661, 0.9212796365044298, 0.8897404544020195, 0.6964580202210372, 0.6778451778810184, 0.46323519092861054, 0.8177545368964262, nan, 0.416072726727672, 0.9348812095032397, 0.0, 0.10349799981393618, 0.0, 0.0, 0.0, 0.0, 0.9948688413005916, 0.0, 0.0, 0.13966340115548856, 0.545811010729213, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.11419889502762431, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
1.8286	17.5	700	2.4301	0.0920	0.1407	0.5505	[0.4526525403911307, 0.7425194076825603, 0.7298432909571285, 0.5114968994416101, 0.5950013338508995, 0.35561215385364114, 0.6371370923132846, 0.0, 0.2790519814464187, 0.6854922770776083, 0.0, 0.11547506230037556, 0.0, 0.0, 0.0, 0.0, 0.5099499129213863, 0.0, 0.0, 0.05601597473277561, 0.38623015388905346, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.10698106201262532, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8729900124843946, 0.924192042271164, 0.8564373619438309, 0.7564632617877308, 0.834356281724467, 0.46144940146231245, 0.8310508558431653, nan, 0.5058869378180483, 0.937451403887689, 0.0, 0.15303749185970789, 0.0, 0.0, 0.0, 0.0, 0.9888606733336824, 0.0, 0.0, 0.08984342292556309, 0.6366143372161498, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.15917127071823203, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.0479	18.0	720	2.4075	0.0898	0.1414	0.5436	[0.4374213467259567, 0.6982741654601179, 0.8058703485110762, 0.49490116233697407, 0.5458747562993242, 0.34662800424368545, 0.6675288926019943, 0.0, 0.25922904558504306, 0.6564580958665787, 0.0, 0.06828609986504723, 0.0, 0.0, 0.0, 0.0, 0.5524867235515245, 0.004030176361849884, 0.0, 0.06495693639766788, 0.3537035899505954, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.05760272180057577, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8255727215980025, 0.9343384881681737, 0.9236707163142948, 0.75750800943482, 0.7457316171694047, 0.4768549054829701, 0.8564959561324547, nan, 0.5549010349918685, 0.9453563714902807, 0.0, 0.08237975625639594, 0.0, 0.0, 0.0, 0.0, 0.9695926488297817, 0.004317881739999287, 0.0, 0.14855982583940383, 0.5789322494003418, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.24320441988950275, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.5913	18.5	740	2.3742	0.0890	0.1390	0.5469	[0.454543608042716, 0.7561710883076548, 0.6476174668581449, 0.5068105753496513, 0.5979298898988566, 0.31709395674098895, 0.63015072260012, 0.0, 0.27305328355515024, 0.6493838093129658, 0.0, 0.09270533141210374, 0.0, 0.0, 0.0, 0.0, 0.5510527590433066, 0.0022979287796301723, 0.0, 0.10461312981465264, 0.3512229542899809, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.030816640986132512, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8730727215980025, 0.9087019154121211, 0.70795992426633, 0.7923769078678768, 0.8732051735801551, 0.4568919544746481, 0.8377299369885041, nan, 0.43083691196198787, 0.9503023758099352, 0.0, 0.1197088101218718, 0.0, 0.0, 0.0, 0.0, 0.9828655950573328, 0.0026585304928094778, 0.0, 0.2450389349409696, 0.6148255605187941, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.10276243093922652, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.1711	19.0	760	2.4791	0.0828	0.1303	0.5109	[0.3990185372974579, 0.7262255396409119, 0.6844075233528706, 0.4626738323314395, 0.4562280397881922, 0.3094077256824913, 0.6116278156029165, 0.0, 0.28992189510205096, 0.7007724513972282, 0.0, 0.07657237409565386, 0.0, 0.0, 0.0, 0.0, 0.43612176002746467, 0.0, 0.0, 0.06802583124299515, 0.29350917328309334, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.03117790351476407, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8633583021223471, 0.9223785501172934, 0.7493846639318397, 0.6603001242643532, 0.6401767834022517, 0.46511570793044893, 0.7487648509918985, nan, 0.5235589930376, 0.9326781857451404, 0.0, 0.1011722020653084, 0.0, 0.0, 0.0, 0.0, 0.9977093041520498, 0.0, 0.0, 0.13340450473080465, 0.46990218749551155, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.13364640883977902, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.24	19.5	780	2.3946	0.0901	0.1394	0.5429	[0.4548092562154161, 0.6318103867369477, 0.72163513476081, 0.49794478543154436, 0.5991916108852994, 0.3383029823036611, 0.6064419856631512, 0.0, 0.28341717835243485, 0.7149914761855061, 0.0, 0.1054460128055879, 0.0, 0.0, 0.0, 0.0, 0.5981121440422982, 0.0010851791288836034, 0.0, 0.05393735796858018, 0.3585824286192549, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.007273887382357633, 0.06396948848339815, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8247534332084894, 0.939783235019473, 0.822081098138214, 0.7006298794261376, 0.8882873155892854, 0.46158272169751746, 0.8684935648564891, nan, 0.5053997946504186, 0.8877321814254859, 0.0, 0.13482649548795236, 0.0, 0.0, 0.0, 0.0, 0.9861772867689408, 0.001302501516611355, 0.0, 0.11427195846939629, 0.5384427559858093, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.00861515208766295, 0.23629834254143647, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]
2.232	20.0	800	2.3526	0.0948	0.1466	0.5590	[0.4425789938260126, 0.6937296397977262, 0.8186584931612056, 0.5324322624613841, 0.599114348804341, 0.35870491493331946, 0.6951078135868305, 0.0, 0.2920867935913111, 0.6704938805785635, 0.0, 0.12268269987831938, 0.0, 0.0, 0.0, 0.0, 0.6003949350977511, 0.02812804473375789, 0.0, 0.07798367783487177, 0.3614614438784472, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.05487663750405036, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]	[0.8505259051186017, 0.9330459835561528, 0.9250078889239508, 0.7396011060775431, 0.8982756226171649, 0.45928470185385295, 0.9270317256354403, nan, 0.5514385712465619, 0.9371274298056156, 0.0, 0.15945669364592055, 0.0, 0.0, 0.0, 0.0, 0.8397560081679669, 0.03554223316561396, 0.0, 0.1404169806581261, 0.5911264955546299, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.39298342541436465, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0]

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

Task: Image Segmentation
Library: transformers
Type: segformer
License: other
Created: Aug 7, 2023
Updated: Aug 9, 2023