You can deploy this model and start earning money today!

ht266/
segformer-b0-scene-parse-150

Name: segformer-b0-scene-parse-150
Availability: InStock

generated_from_trainer

Views

No views yet

segformer-b0-scene-parse-150

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

Loss: 2.5605
Mean Iou: 0.1185
Mean Accuracy: 0.1830
Overall Accuracy: 0.4819
Per Category Iou: [0.19959675287366452, 0.4288447889831273, 0.6513875146584579, 0.5729092681987263, 0.32769972498229966, 0.5353784582788172, 0.03540809790954479, 0.0896025059629224, 0.682879154609106, 0.05763965555310223, 0.6175538101231539, 0.0, 0.04494975169123685, 0.29240404689256466, 0.3907998095691502, nan, 0.0, nan, 0.1499726327312534, 0.0, 0.10800295297192682, 0.38443341795522734, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
Per Category Accuracy: [0.2720420085708246, 0.7248223848152272, 0.7940524452485453, 0.8735125147601364, 0.6003741418562377, 0.7447038968235976, 0.080581995714938, 0.2713940220761503, 0.7258708567347336, 0.3690404665135183, 0.7381129201180615, nan, 0.08525234545926502, 0.5067631505705539, 0.640807962529274, nan, 0.0, nan, 0.19854113327858558, 0.0, 0.11160134424674763, 0.495980348369808, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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
3.9109	1.0	20	3.8826	0.0768	0.1389	0.4265	[0.20213257965056527, 0.4140463636816952, 0.3782844324244997, 0.54921302148027, 0.15365757777607914, 0.4848905254605019, 0.000497960935823138, 0.05093860152471514, 0.718689838012329, 0.05758215254748267, 0.2556629467251229, nan, 0.0, 0.10978169419474826, 0.23624308166067887, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.39684983761554277, 0.6970490253256278, 0.5037803911057505, 0.9224763990773768, 0.2483366570778109, 0.7065228343283206, 0.0005092901548944541, 0.09633511100086817, 0.8998555335519267, 0.2430111327089592, 0.29315433685613634, nan, 0.0, 0.6900083495686056, 0.5539617486338798, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
3.5041	2.0	40	3.6424	0.0797	0.1320	0.4572	[0.27141363316354, 0.4308490411943419, 0.3934315236650773, 0.6313711678802224, 0.12259512995155428, 0.4925080124546874, 0.0027990687210610304, 0.030375139977603584, 0.5891640129758043, 0.0, 0.23956914012152458, nan, 0.0013840146310118136, 0.16380017463551452, 0.37041268680590467, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004424452474006342, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.6297274054999328, 0.7283945708074864, 0.533775030432986, 0.9432537764535293, 0.2717558194942026, 0.679337011007834, 0.0028186575813986163, 0.04036958948282277, 0.642680907703795, 0.0, 0.24775778349043132, nan, 0.0013844081037317215, 0.6891733927080435, 0.5272573510278429, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0044662795891022775, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
3.4811	3.0	60	3.4916	0.0890	0.1492	0.4779	[0.2552181745671576, 0.43614929744465447, 0.4491950954757402, 0.6252994569012011, 0.16239816033894536, 0.4957299447765842, 0.0022138875866020732, 0.13902452819516978, 0.6837861718577425, 0.056195579370395175, 0.27577314874083286, nan, 0.0, 0.16294788403123459, 0.35042093584807155, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.08709392914890489, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.4458053884735861, 0.7606038916282276, 0.734822595235702, 0.9150427967475695, 0.39944937613610293, 0.7117181792992266, 0.0022391205085876857, 0.22863698375294556, 0.7537009382203033, 0.11860752783177239, 0.2871370084737694, nan, 0.0, 0.5703311995546897, 0.698607858443924, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.08820902188476999, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
3.2891	4.0	80	3.4661	0.0844	0.1451	0.4603	[0.21881759972311154, 0.4269292816450674, 0.5059592990527131, 0.6770781426953567, 0.14565371002341637, 0.49486604769835923, 0.0005945149533435004, 0.11633069354451644, 0.46112915003029503, 0.06598082122818841, 0.31878113096982125, nan, 0.0, 0.18045220377790497, 0.30431515522591596, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.05158118717440752, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.3401834271768165, 0.7547629146563456, 0.8155677287499581, 0.9144554503906465, 0.4056174223037961, 0.7035252777148039, 0.0006058796670296091, 0.2404812104675679, 0.4817956043242541, 0.287188549213642, 0.3314862420260878, nan, 0.0, 0.49134428054550516, 0.7113257871454592, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.05232990918564835, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.9977	5.0	100	3.3751	0.0764	0.1334	0.4484	[0.2488040174254555, 0.44326108388461044, 0.4779609900601388, 0.5911212679066421, 0.13644831149111186, 0.44696069178379205, 0.001163533291924379, 0.11552870792553654, 0.23383461645857434, 0.06423364274394386, 0.22961272188791004, nan, 0.0, 0.22857520573751527, 0.27402396971231524, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.021140390055084116, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.42214193746757117, 0.6853516073732393, 0.8973598686635172, 0.8545828311318042, 0.47893687238586025, 0.5517204463588503, 0.0011678550103614205, 0.24668237628674192, 0.2378826737655423, 0.25068033221417213, 0.23178139579167856, nan, 0.0, 0.3849707765098803, 0.7392336716107208, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.021140390055084116, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.9851	6.0	120	3.2174	0.0835	0.1464	0.4772	[0.29315088328989286, 0.4488159871267, 0.5235144565609479, 0.5969073471629558, 0.18125924040003394, 0.4957391019337922, 0.0019452573592700982, 0.1344986200551978, 0.3901615741481363, 0.05464417429312935, 0.22147448015122873, nan, 0.0028668610301263364, 0.19833839819625526, 0.34405394655964133, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.03610242667857674, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.42795510886484617, 0.7135115670784511, 0.8428289833707464, 0.8643902916541754, 0.7161728111819, 0.7619839290662234, 0.0019844754311404587, 0.24931787175989087, 0.39588676427620684, 0.2827708075631737, 0.22309816242978198, nan, 0.0029171456471489845, 0.4504870581686613, 0.6190150923757481, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.03610242667857674, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
3.029	7.0	140	3.1078	0.0821	0.1417	0.4692	[0.28341787466423957, 0.44869714837390784, 0.5284110189361321, 0.6131126928558818, 0.1905497399010982, 0.48613619111829853, 0.002617135887793475, 0.10024761376362647, 0.10786180080197659, 0.03899966949432632, 0.5210244435796223, nan, 0.0003921712808068924, 0.15599187854736746, 0.21523617616091203, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.002605329760309662, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.4906941214904779, 0.7166551791174027, 0.8652014161110553, 0.8711386565675724, 0.5236309408255828, 0.6493173631577621, 0.0027132872045239017, 0.30252387448840384, 0.10806577281433627, 0.1626435766036402, 0.535370846424831, nan, 0.00039554517249477754, 0.37634288895073753, 0.7713049700754618, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.002605329760309662, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
3.1406	8.0	160	3.1174	0.0875	0.1505	0.4914	[0.3096161255153984, 0.47374676652285147, 0.5690231889822325, 0.5854220011818003, 0.21438178138386227, 0.4843293161235114, 0.002382125841958272, 0.17485964369391274, 0.32352514506769825, 0.045620645528224084, 0.4651116246065392, nan, 0.0003022280250003022, 0.18855645208787325, 0.25486719590034546, nan, 0.0, nan, 0.00024003840614498319, 0.0, 0.0, 0.01913056423998809, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0]	[0.5443866863962181, 0.663925118851952, 0.8867502038172458, 0.872851750108598, 0.7300001764820077, 0.6843245421799038, 0.00254645077447227, 0.24528711397742775, 0.32580430477550887, 0.22678918536843964, 0.4867752070836904, nan, 0.00030901966601154496, 0.3564152518786529, 0.7247267759562842, nan, 0.0, nan, 0.00024153422539973914, 0.0, 0.0, 0.01913056423998809, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.5829	9.0	180	3.0799	0.0901	0.1521	0.4773	[0.2961932177693691, 0.4443899958636643, 0.635360243255517, 0.605821521093536, 0.20155365102301462, 0.49987675622381067, 0.0015152648907512721, 0.11454662348795124, 0.11120654032199256, 0.04315449855017221, 0.6135466517623223, nan, 0.025209370069183154, 0.17855909373488982, 0.3318966743478137, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.04212563262875856, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.45428493187539637, 0.7452503402081897, 0.8085904781050022, 0.8799121427741102, 0.6252581049362017, 0.7662661527998187, 0.002845000175617295, 0.2983070817313655, 0.1113933707755738, 0.2240678565117512, 0.6689136437208416, nan, 0.025673353852239157, 0.4316726969106596, 0.7589448347645069, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.04213190412386482, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.3521	10.0	200	2.9602	0.0877	0.1528	0.4741	[0.240890300420295, 0.4427184215283696, 0.5565424837057891, 0.6209181679280816, 0.2323413095371865, 0.48603036175710596, 0.0024271844660194173, 0.1133664354508708, 0.10458146354107603, 0.04049968907961409, 0.6271614287517354, nan, 0.01246985542723494, 0.17617885334441213, 0.3204180839556372, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.05895489057615007, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.33524463362607376, 0.7574050509870456, 0.8897432461107202, 0.8552986595043042, 0.7480719340663219, 0.7580795486032393, 0.0028889044993150926, 0.28174996899417093, 0.10478687140862902, 0.2324792366142428, 0.6623440921641436, nan, 0.012719249453035191, 0.3776788199276371, 0.7997007546187874, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.05895489057615007, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.3942	11.0	220	2.9563	0.0898	0.1529	0.4588	[0.272116883051386, 0.40615213086180224, 0.49909686531749403, 0.5628002073139378, 0.2238541654490409, 0.5140721685609574, 0.0022197730553701433, 0.12151610800863864, 0.1572144296687198, 0.04056957559324184, 0.6904483559185286, nan, 0.02858599552728242, 0.18489874834639258, 0.3231289205391045, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.10508775827593868, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3888315045064089, 0.7371516179771309, 0.7182408058878056, 0.8437475144848177, 0.6759437375359582, 0.7852779666994131, 0.0037669909732710475, 0.29483442887262806, 0.15764698243677563, 0.18084467220356953, 0.7984956679044083, nan, 0.030494060642019257, 0.4045644308377401, 0.7556596409055425, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.10562751228226887, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.4198	12.0	240	3.0080	0.0905	0.1487	0.4693	[0.2419743440463686, 0.42710479790282263, 0.5820941490346644, 0.6136781857737336, 0.23000337847701594, 0.4807372398171485, 0.002188416589413535, 0.12408508013333808, 0.20289107282504415, 0.04105566303477916, 0.6655834300508883, nan, 0.03693867162428347, 0.19987451579464238, 0.28141552453414964, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.032976030966205154, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3823841689567039, 0.7738410830107983, 0.8601394891725578, 0.8508262617239839, 0.4865961915182747, 0.664248469734754, 0.0037933335674897265, 0.32432097234280044, 0.20424958607927798, 0.2302526948224068, 0.7098162429781967, nan, 0.041260305805861486, 0.40784859448928473, 0.7206284153005464, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.032976030966205154, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.5399	13.0	260	3.0485	0.0946	0.1579	0.4632	[0.2635809506282026, 0.4574535315693651, 0.5465833453130873, 0.5500072849719124, 0.216968916385883, 0.47411196720279786, 0.009468255500903092, 0.08422234699606962, 0.21917819247427825, 0.04559777897523604, 0.6610212463871, nan, 0.005150139664804469, 0.2572279057036302, 0.29720360526923967, nan, 0.0, nan, 0.0001932273803197913, 0.0, 0.0, 0.2614445574771109, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3715577377635144, 0.6444382588409946, 0.8810963692610089, 0.8314499501367416, 0.8324391578278595, 0.6641854958563188, 0.014637701520845772, 0.2650998387696887, 0.22096062071876116, 0.2751369499911645, 0.7447015138531848, nan, 0.005834291294297969, 0.4184803785137768, 0.6692688004163414, nan, 0.0, nan, 0.0001932273803197913, 0.0, 0.0, 0.26782789935983325, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.1437	14.0	280	2.9110	0.0917	0.1460	0.4599	[0.25645663351570697, 0.4302558537218112, 0.570027041198904, 0.5593501602024611, 0.2569579914291154, 0.4513527300872502, 0.0019735396246318843, 0.08078767544398967, 0.22851684779991333, 0.04937562466253863, 0.4948322789465941, nan, 0.006796951247850537, 0.22984890733415472, 0.3189720553059915, nan, 0.0, nan, 0.0008631437613887024, 0.0, 0.0, 0.2819443445746746, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.35524482579702904, 0.699794991428521, 0.8893076914486101, 0.864084382093278, 0.7264528881280553, 0.646326103932089, 0.003942608268062238, 0.2851916160238125, 0.23106515599129954, 0.3037992578194027, 0.512367894887175, nan, 0.0072310601846701525, 0.39460061230169774, 0.3556791569086651, nan, 0.0, nan, 0.0008695232114390609, 0.0, 0.0, 0.29187137114783385, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.246	15.0	300	2.9197	0.0965	0.1599	0.4712	[0.25293361326758135, 0.4412498738868858, 0.6096527811850907, 0.575355533469839, 0.2594295774879205, 0.4811562059178436, 0.001983780755489838, 0.17311486874640958, 0.1276403260070597, 0.04326313610845212, 0.6849640805800693, nan, 0.039697995625730294, 0.18288934426229508, 0.3027139259891914, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2652027027027027, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.37331610200434306, 0.7342974038138663, 0.8326018248623536, 0.8819311458760332, 0.6969362723470343, 0.7131350915640192, 0.0037933335674897265, 0.4298028029269503, 0.1282504950816479, 0.23640219119985864, 0.7789012663048652, nan, 0.04913412689583565, 0.39743946562760923, 0.6686507936507936, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.26879559327080543, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.6172	16.0	320	2.9067	0.0889	0.1466	0.4490	[0.2841286213100859, 0.4053387175459721, 0.5973939227793515, 0.51236561483319, 0.23585537383101252, 0.4793472007479055, 0.027618952725488994, 0.10926374168683758, 0.024949104151965676, 0.04037475955394735, 0.6793975515463917, nan, 0.003610624530797555, 0.17998055880960095, 0.3353995703166273, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.17460434846916137, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.5048931529488633, 0.6350847427672622, 0.7666125015356093, 0.7910637699070647, 0.6371441681520569, 0.6716101161238318, 0.0632836921780057, 0.28832320476249534, 0.02496510080186995, 0.2121576250220887, 0.80314195944016, nan, 0.003745318352059925, 0.40194823267464513, 0.6195029924538121, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.17574810183117462, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.1961	17.0	340	2.8032	0.0999	0.1611	0.4692	[0.2890677743363516, 0.39813234775093154, 0.523351773104037, 0.5495019955290785, 0.30544023024629074, 0.4680278314373614, 0.0020114435510296676, 0.1247299196576535, 0.3478641039093178, 0.02671088603056514, 0.6902954842336756, nan, 0.04691523025216691, 0.18221628442069324, 0.351297257227576, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2875419463087248, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.40421478947671846, 0.75508765883746, 0.7240091131436995, 0.8617472330480217, 0.6517833506873975, 0.6591223960301267, 0.003503565031084261, 0.3687213196080863, 0.35517644385287145, 0.12638275313659658, 0.7949538227173188, nan, 0.05901039542156463, 0.4099638185360423, 0.7707194899817851, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.30616346583296117, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.1214	18.0	360	2.8163	0.1052	0.1637	0.4807	[0.27097568766403335, 0.4469794910232355, 0.5951821791736127, 0.5485882919274158, 0.2882279083863705, 0.4893616084983916, 0.017372386155469915, 0.16062052257816317, 0.2853392035221133, 0.04576538663861126, 0.6872800148200542, nan, 0.028871123784306736, 0.2458953061618698, 0.39250984489271074, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.3354675297263069, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.39533408920575747, 0.7851784104766449, 0.8193900001116807, 0.8018195500682178, 0.5874380106948096, 0.7002947177510769, 0.03772259492114784, 0.47897804787300013, 0.2893062364055449, 0.24290510690934794, 0.7771113015328953, nan, 0.0350428301257092, 0.4251600333982744, 0.6354410616705699, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.3549203513473277, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.1014	19.0	380	2.8377	0.1074	0.1659	0.4770	[0.26155579371669146, 0.4216066116038424, 0.6073984063222586, 0.5562102379947608, 0.2520260078023407, 0.5182256644339991, 0.010281451860965856, 0.10012031281331461, 0.5749363807356126, 0.04651815171454882, 0.6762716153521721, nan, 0.027263785578164383, 0.23068096915359163, 0.37202982940034734, nan, 0.0, nan, 0.0, 0.0, 0.0015459773668913487, 0.2835604122000138, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3435392124834253, 0.733210504921973, 0.7759573826515228, 0.8547724950595605, 0.6413179676331998, 0.744974684500869, 0.02348003231358224, 0.30962420935135804, 0.5904376197123656, 0.26958826647817635, 0.763324764353042, nan, 0.032892053250268845, 0.4812134706373504, 0.5922781680978402, nan, 0.0, nan, 0.0, 0.0, 0.0015462961053955425, 0.305195771921989, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.6434	20.0	400	2.7827	0.1037	0.1634	0.4690	[0.24564099666647835, 0.44710699468319876, 0.5691417434068881, 0.535267194458189, 0.27158274187690834, 0.49554644736024983, 0.0014921670625732929, 0.16038006756756756, 0.3310451993239725, 0.025100603217696527, 0.6887215377668838, nan, 0.03693235349538346, 0.2702885736859927, 0.3431589951531663, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.3489692463670159, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3655235697676653, 0.7273054627715038, 0.84139109458237, 0.794220756575526, 0.5345022324973969, 0.7035126829391168, 0.003486003301605142, 0.5887696887014758, 0.33543810667792096, 0.11044354126170701, 0.8132723983623726, nan, 0.04845428363061025, 0.3998886724185917, 0.7046903460837887, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.384323358642251, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
2.057	21.0	420	2.7744	0.1090	0.1662	0.4884	[0.3326360506423697, 0.42069826023495066, 0.6183870813883319, 0.5088551561183896, 0.3488889155000978, 0.4845443887470992, 0.05270004360523702, 0.10475517646203235, 0.4526389622262328, 0.029300848213754626, 0.6814493882452212, nan, 0.040907747881699215, 0.22318152980442998, 0.40512870994733474, nan, 0.0, nan, 0.0, 0.0, 0.00024740737686328683, 0.3097434516194196, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.49618780867459694, 0.6316384779880883, 0.8325739046917054, 0.8538058208471248, 0.7712616698727565, 0.6324592559006524, 0.12628639668434546, 0.31263177477365744, 0.4661396617212609, 0.174094362961654, 0.7996762829667714, nan, 0.05305249626086204, 0.450375730587253, 0.5354540723393182, nan, 0.0, nan, 0.0, 0.0, 0.00024740737686328683, 0.3424147684978413, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.7947	22.0	440	2.7361	0.1045	0.1611	0.4803	[0.27773307447643436, 0.4603525250926477, 0.5897311384761185, 0.548764517281158, 0.3091122249435173, 0.48776089466686906, 0.0008057605986997776, 0.09058823529411765, 0.43054657307358624, 0.04973275642657165, 0.6721035053017284, nan, 0.016590469491823457, 0.27682180390345307, 0.3274040348535992, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.27008182141586623, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.40377760055345235, 0.7453320785394907, 0.8409024915960286, 0.8178369746768065, 0.574669537440658, 0.6676994382730044, 0.0018000772716097082, 0.30559345156889495, 0.44304937830730773, 0.27623254992048063, 0.7893744644387318, nan, 0.023324804390551415, 0.40027831895352073, 0.6783112151964611, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.2825666220038708, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.7925	23.0	460	2.6618	0.1056	0.1641	0.4921	[0.3099469447406125, 0.45760422304435827, 0.6524148404749354, 0.562254862181828, 0.2767685065242804, 0.49408819340564847, 0.02258562024994435, 0.09021524120925276, 0.5114324723015599, 0.03859098803161055, 0.5712529678212404, nan, 0.02952495053458948, 0.24323012378211573, 0.2880840581941344, nan, 0.0, nan, 9.651112290691502e-05, 0.0, 0.0, 0.30939903355339277, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.46716519015316027, 0.6817551207959988, 0.870782658223607, 0.8902090585939173, 0.5410938354834725, 0.6947341242852465, 0.04989287345017737, 0.3096862210095498, 0.5289987988182969, 0.20261530305707723, 0.6460059030753118, nan, 0.04020963894142223, 0.39048149178959085, 0.7303864168618267, nan, 0.0, nan, 9.661369015989566e-05, 0.0, 0.0, 0.3383951168676492, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.8378	24.0	480	2.7274	0.1104	0.1682	0.4896	[0.2777139980588431, 0.42614977346960276, 0.5999175921723957, 0.565141496532973, 0.3220278683664394, 0.47560530702908893, 0.03910311833535074, 0.10082443864005246, 0.5599460171991715, 0.04789776906104437, 0.6170400452714624, nan, 0.022852157280559726, 0.2432007545983336, 0.43607285846275684, nan, 0.0, nan, 0.0042238147216553555, 0.0, 0.0, 0.3389298389298389, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.36840853623383363, 0.7148061255147306, 0.8821266235579232, 0.8596670480339192, 0.6709316485184336, 0.6485616766165394, 0.089354079589758, 0.29083467691926085, 0.5791968314774535, 0.2761972079872769, 0.7059506807578787, nan, 0.03367078280861794, 0.4305594210965767, 0.6447762164975279, nan, 0.0, nan, 0.004299309212115357, 0.0, 0.0, 0.3696590739913652, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.328	25.0	500	2.7034	0.1038	0.1606	0.4756	[0.2876694441960706, 0.43530988950793914, 0.6243559061405259, 0.5671163052884807, 0.2607236287855274, 0.502878439386233, 0.02312531414928374, 0.08975166017962745, 0.3588625920563983, 0.02905138913056087, 0.6429060128243886, nan, 0.02949609035621199, 0.2594487070190395, 0.3332543853156687, nan, 0.0, nan, 0.004060817829823401, 0.0, 6.185184421582171e-05, 0.3259114945727804, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.48688193016507486, 0.6671195412049555, 0.7946834411051921, 0.8740447973960979, 0.5188659266187812, 0.7035693594297086, 0.0517105124512662, 0.31387200793749226, 0.37017498295620554, 0.1416151263474112, 0.7694182614491097, nan, 0.04196487064436781, 0.40656832730308934, 0.7322729638303409, nan, 0.0, nan, 0.004154388676875513, 0.0, 6.185184421582171e-05, 0.34866755992258447, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.8109	26.0	520	2.6583	0.1071	0.1657	0.4792	[0.23446693225972404, 0.410201997981933, 0.6171191910272986, 0.5918577981651376, 0.34441242395132887, 0.5080393503863647, 0.020083298167073372, 0.10565377209872222, 0.39762013802251944, 0.03658252375466937, 0.6310144690591024, nan, 0.04576549822347139, 0.2496430350323759, 0.3710767355571887, nan, 0.0, nan, 0.0015677704404009692, 0.0, 0.011337868480725623, 0.34903574499447243, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.32077896496723485, 0.7579816375943305, 0.8195742732379581, 0.8841275765232767, 0.7118401778938637, 0.7125431371067281, 0.04805767271960943, 0.2807267766340072, 0.40870207447326556, 0.19416858102138188, 0.7349519184994764, nan, 0.05333679435359266, 0.4184803785137768, 0.6733671610720791, nan, 0.0, nan, 0.0015941258876382783, 0.0, 0.011339504772900645, 0.4230311150811374, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.3195	27.0	540	2.6619	0.1100	0.1669	0.4911	[0.27367920552415737, 0.43861943875268705, 0.6564551422319475, 0.583426111037953, 0.2986097496155136, 0.5181768057342401, 0.035862380196715976, 0.10066128634663409, 0.4821801617843399, 0.04339938222480003, 0.6636950364489019, nan, 0.021986612595886062, 0.2654679261029551, 0.3444764106818222, nan, 0.0, nan, 0.03481829920678842, 0.0, 0.008700492753025585, 0.2904091213950369, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.4258556411783923, 0.7126500008836576, 0.8258786477702952, 0.894516265211353, 0.6047950161481037, 0.7101942114410942, 0.08513048365002986, 0.29120674686841125, 0.49829562055643933, 0.22742534016610708, 0.8165666952299343, nan, 0.02781176994103905, 0.38953520734762037, 0.6348230549050221, nan, 0.0, nan, 0.03647166803536061, 0.0, 0.008700492753025585, 0.322316510346881, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.4128	28.0	560	2.6075	0.1112	0.1716	0.4919	[0.26377433780977616, 0.45151223990557054, 0.5937416586656256, 0.5933024671266762, 0.32188018699232623, 0.5220863662209028, 0.03816182138741118, 0.10044844035083862, 0.48265023593183326, 0.05240848792485413, 0.6484226127461359, nan, 0.02060688632652448, 0.30003430270229065, 0.3698436972453377, nan, 0.0, nan, 0.049396873938158344, 0.0, 0.001608081641067931, 0.3043304994686504, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.38934556181178775, 0.6996911616563278, 0.8322137344903452, 0.8922097071221864, 0.7084340751460388, 0.7574749993702612, 0.08780864739559552, 0.28336227210715614, 0.5022481576469824, 0.2831595688284149, 0.8164333999809579, nan, 0.02542613811942992, 0.4381853604230448, 0.6057116835805361, nan, 0.0, nan, 0.05618086082797932, 0.0, 0.0016081479496113642, 0.34107488462111063, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.4194	29.0	580	2.6560	0.1082	0.1679	0.4815	[0.2713601057676417, 0.4220147057190141, 0.5909179766561552, 0.5769872527507537, 0.32582346801568424, 0.5077152235184987, 0.053206381695571923, 0.08569350887936314, 0.474683395596908, 0.050414977572021395, 0.6139084016963862, 0.0, 0.03731016543186559, 0.28227601558152476, 0.3979052629084619, nan, 0.0, nan, 0.05024430319539932, 0.0, 0.016408311345646437, 0.33067413677607943, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3944308857159329, 0.6714958556456886, 0.8355334427804023, 0.886458607377315, 0.6115278047403068, 0.7169324164336633, 0.1278230480137684, 0.2776882053826119, 0.4919082556893809, 0.29711963244389467, 0.7139293535180424, nan, 0.05371997873944698, 0.45176732535485664, 0.5461878740567265, nan, 0.0, nan, 0.056132553982899375, 0.0, 0.016411355998598026, 0.4041983028137561, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.7711	30.0	600	2.6500	0.1136	0.1746	0.4875	[0.26476598275729746, 0.4682482218152392, 0.6626642238825284, 0.5802249328652844, 0.28347399968277026, 0.5191162892943504, 0.02740649741707713, 0.0928103609137853, 0.5184643396255777, 0.05793147717243039, 0.6647097398744652, nan, 0.03989502904904207, 0.2782172416318758, 0.33928779529525366, nan, 0.0, nan, 0.03472739216115612, 0.0, 0.01712907614296904, 0.37611978500127974, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3977722582008955, 0.7043325733877667, 0.8149646530639595, 0.8433987775853946, 0.599271129308367, 0.7435514748482329, 0.06209827543816515, 0.31151556492620613, 0.5407914813492193, 0.38275313659657184, 0.8106636199181186, nan, 0.06501773772882906, 0.4228778179794044, 0.6628935727296383, nan, 0.0, nan, 0.03830732814839863, 0.0, 0.01713296084778261, 0.43754652374571984, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.3514	31.0	620	2.6009	0.1116	0.1640	0.4792	[0.2564562032254664, 0.4206464345222136, 0.6342005917763494, 0.6193537737078515, 0.3107420263686316, 0.5318093911258169, 0.02516864766374687, 0.09071385536314695, 0.4730292079285368, 0.04837871481575481, 0.6160188270971206, nan, 0.03064381608329522, 0.29703547235778277, 0.39542693819221153, nan, 0.0, nan, 0.0872621292645294, 0.0, 0.0, 0.29832521518649496, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3740415473605319, 0.7590442359012424, 0.7809578852145944, 0.8722949947077646, 0.5284665478354482, 0.7307740749137258, 0.06234413965087282, 0.28943941460994665, 0.49080446709736064, 0.2829475172291924, 0.7426830429401123, nan, 0.04223680795045797, 0.45399387698302257, 0.540007806401249, nan, 0.0, nan, 0.09835273658277378, 0.0, 0.0, 0.3328122673812714, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.4971	32.0	640	2.6341	0.1144	0.1821	0.4973	[0.2733090761654101, 0.4492404089491885, 0.6696362628235052, 0.5665961105441029, 0.32765743869057856, 0.5207101098571643, 0.060444714191127784, 0.09378378115169989, 0.688459709460185, 0.0506823849990763, 0.5945191399522196, 0.0, 0.017819491067418723, 0.24570145657649764, 0.3890537297072553, nan, 0.0, nan, 0.04517088895317602, 0.0, 0.010968393707605715, 0.37269071624220523, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3756653919326633, 0.6592152236537476, 0.8530980221351113, 0.8729068138295595, 0.6221431975010148, 0.7656238192397793, 0.1539109971549998, 0.2985861341932283, 0.7285004707333701, 0.3102668315956883, 0.8150623631343425, nan, 0.02893660152532107, 0.49952685777901473, 0.6695940671350508, nan, 0.0, nan, 0.052799381672382975, 0.0, 0.010968393707605715, 0.4760309662051511, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.2038	33.0	660	2.5929	0.1152	0.1764	0.4954	[0.28155701200462635, 0.44046747126070757, 0.6510668718528895, 0.5833546499544358, 0.32058774006319146, 0.5050261377473015, 0.046873122672113424, 0.09568989183550211, 0.6341411125148348, 0.0578689528475199, 0.6161354901874826, nan, 0.042247832596358066, 0.24229850746268658, 0.3743492753080409, nan, 0.0, nan, 0.02956140350877193, 0.0, 0.024279742169319798, 0.35212685627988927, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.40699886619136383, 0.7028082639662089, 0.8162294367943177, 0.892968362833212, 0.5712281382913013, 0.6947719086123076, 0.10962031540866145, 0.2701847947414114, 0.6721910203551602, 0.3473405195264181, 0.8028944111206322, nan, 0.07499289254768174, 0.4518229891455608, 0.6502406973718449, nan, 0.0, nan, 0.032558813583884835, 0.0, 0.02430777477681793, 0.4165550096769391, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.3839	34.0	680	2.6169	0.1175	0.1764	0.4977	[0.2986273240339278, 0.4530403039017977, 0.6253979453660886, 0.5910676608300199, 0.3073236933659283, 0.5184545145165497, 0.05648215209518882, 0.0942081654691199, 0.6507000849747755, 0.04676143952743166, 0.6026036313806098, nan, 0.03655030171058786, 0.2597037082856524, 0.39716191166130443, nan, 0.0, nan, 0.0493187327593413, 0.0, 0.07911527009783072, 0.33888213851761845, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.43876472509944847, 0.661552498100136, 0.8265598999341084, 0.8603889945976372, 0.6134514586237934, 0.7387150809844076, 0.1438042218397668, 0.2813158873868287, 0.6898597539200727, 0.26354479590033575, 0.7368942206988479, nan, 0.058923869915081396, 0.46740885054272197, 0.6062971636742128, nan, 0.0, nan, 0.05700207719433844, 0.0, 0.08053110116899985, 0.4152151258002084, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.5641	35.0	700	2.5957	0.1151	0.1721	0.4857	[0.29056391695445394, 0.4194600428472072, 0.6061923479319242, 0.5751495356524476, 0.3223570602870449, 0.5216219863260165, 0.05186758981368674, 0.09472925067801603, 0.5680751897076384, 0.04361966602717644, 0.60870957925589, nan, 0.03752761069116534, 0.3045059175816341, 0.4138816211679913, nan, 0.0, nan, 0.07916032369201186, 0.0, 0.015873997567361412, 0.3434627320100708, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.44585343121240656, 0.6302047434741883, 0.8120916675042718, 0.8942164738416735, 0.5979475142509221, 0.7302891760497745, 0.12261599522320958, 0.2891603621480838, 0.5984725513748661, 0.27160275667078987, 0.7237170332286014, nan, 0.06069146240466743, 0.4754801001948233, 0.5454072339318241, nan, 0.0, nan, 0.0954543258779769, 0.0, 0.015875306682060903, 0.43665326782789937, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.1723	36.0	720	2.6354	0.1148	0.1750	0.4785	[0.2481151893921475, 0.4115871329812507, 0.5903958852309181, 0.5935289446356213, 0.34527104988189383, 0.5219196729351049, 0.04267827820783486, 0.08308204317287537, 0.5905942736998331, 0.04681826747911301, 0.6113560218656322, 0.0, 0.049858116166531866, 0.29016426282051283, 0.4360005644933672, nan, 0.0, nan, 0.10512327758923826, 0.0, 0.04841796636396954, 0.3806020823902218, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3401690143551704, 0.7310212431295618, 0.7358305133960978, 0.8916896608686607, 0.6152427510015354, 0.7171087432932819, 0.10224438902743142, 0.2801996775393774, 0.6201019381229101, 0.26340342816752077, 0.7262115586023041, nan, 0.08991236202271913, 0.48377400500974116, 0.6029469164715067, nan, 0.0, nan, 0.12419689870054587, 0.0, 0.04902789518174133, 0.5006699419383653, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.219	37.0	740	2.6303	0.1140	0.1807	0.4760	[0.22523427960508852, 0.39951635222710896, 0.6116277054263893, 0.5672321628754952, 0.3517384838108791, 0.5245998080317057, 0.05333361540983953, 0.08240604660927986, 0.6614984901669247, 0.04683091863458058, 0.624256596801201, 0.0, 0.038754697438485135, 0.26351186853317105, 0.3839954367306383, nan, 0.0, nan, 0.0856862360102101, 0.0, 0.070507899309063, 0.3675653783846332, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.295544516401791, 0.6441753706943781, 0.8078617616510873, 0.8822921191578922, 0.6281700580625805, 0.7468764956296129, 0.1328193600505778, 0.2920749100830956, 0.7005080673960329, 0.2945043293868175, 0.8234980481767115, nan, 0.07214991162037553, 0.48199276370720845, 0.6787991152745251, nan, 0.0, nan, 0.10540553596444616, 0.0, 0.07195431210440591, 0.4729045704927795, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.3641	38.0	760	2.5523	0.1163	0.1821	0.5036	[0.29033634734740654, 0.44308427867791317, 0.6583961611346543, 0.5679971196378973, 0.3402361199744735, 0.5292624095467817, 0.048201781222380856, 0.098643505623711, 0.6914911451824306, 0.050990928869496986, 0.6205614186230167, 0.0, 0.04116409970928434, 0.2364498084924637, 0.3656208362992571, nan, 0.0, nan, 0.05899693102891294, 0.0, 0.047989779215075655, 0.3747742499271774, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.43633376251513345, 0.6850224449039464, 0.8129013524530662, 0.8783214130574437, 0.564548294301396, 0.7613604876697146, 0.112061395806259, 0.28770308818057794, 0.7364785897477518, 0.30316310302173527, 0.8229839093592307, nan, 0.06580882807381862, 0.477650988032285, 0.6515742909185532, nan, 0.0, nan, 0.07057630066180377, 0.0, 0.04956394449827846, 0.4788596099449159, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.6508	39.0	780	2.6077	0.1181	0.1835	0.4953	[0.25592876816740867, 0.42538070120344695, 0.6397168555640705, 0.5692657899941443, 0.3521556090443575, 0.5230257782260136, 0.059833537918026404, 0.10492901245334356, 0.6595499002072325, 0.053949661354939546, 0.6229026146267526, 0.0, 0.05726256983240224, 0.25303701180744775, 0.38443193941802817, nan, 0.0, nan, 0.11585913881853092, 0.0, 0.10433138535579237, 0.36816446402349484, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3548917116666987, 0.7062125550076879, 0.7970901598150568, 0.8981259980299424, 0.668743271623458, 0.7054207914557041, 0.1403884654560781, 0.2797966017611311, 0.7000129857481414, 0.31839547623254993, 0.7825573645625059, nan, 0.09426335892016167, 0.4962426941274701, 0.5977426489721571, nan, 0.0, nan, 0.13699821264673204, 0.0, 0.11263220831701132, 0.46657734107488463, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.2085	40.0	800	2.5634	0.1194	0.1870	0.5019	[0.26832451999979473, 0.42881069267349786, 0.6507977866003648, 0.5681967762161236, 0.36337734571719404, 0.5330242700211641, 0.06149208208377387, 0.10507648765808046, 0.6722920206322237, 0.06024528086776658, 0.6357091768510744, 0.0, 0.05389340038748506, 0.2539780581781817, 0.35151154830108455, nan, 0.0, nan, 0.12546447258663834, 0.0, 0.11317148858067323, 0.36826223300396427, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3767607663777697, 0.6900394111305516, 0.82289677354508, 0.8926502168898787, 0.6583573054727071, 0.7327388599209048, 0.1373766288504092, 0.27282029021456033, 0.7161558939064376, 0.3921894327619721, 0.7785394649147862, nan, 0.08080246226869878, 0.48065683273030896, 0.6346278948737966, nan, 0.0, nan, 0.15984735036954736, 0.0, 0.1233119600849432, 0.4633020693762096, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.4678	41.0	820	2.5952	0.1180	0.1871	0.4844	[0.2356837568943196, 0.4193265309899384, 0.6160174163701785, 0.5649867987434717, 0.33645276292335113, 0.5290571968458156, 0.06792650168170292, 0.087089360052429, 0.7105497658963903, 0.05569391219492361, 0.6343458864700412, 0.0, 0.03290719065774389, 0.2591916028763628, 0.36469870218456624, nan, 0.0, nan, 0.13187261335409484, 0.0, 0.13545500329291443, 0.3659912502878195, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3192319887772162, 0.6006508138486825, 0.8532320389542221, 0.8968228233005194, 0.6395707957573725, 0.733475654298597, 0.1585385128727477, 0.2925399975195337, 0.7636512677336623, 0.3872769040466513, 0.7662763020089498, nan, 0.0610252036439599, 0.4975786251043696, 0.6608443924017694, nan, 0.0, nan, 0.17182744794937443, 0.0, 0.1441766488670804, 0.47327676045853806, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.3586	42.0	840	2.5596	0.1162	0.1813	0.4933	[0.2692275470518674, 0.4473623429755896, 0.6536774304479341, 0.5657754219121487, 0.3234774542858483, 0.5237521838697954, 0.04719097670416129, 0.08682170542635659, 0.675343571929183, 0.05350730882387009, 0.6173693086003372, 0.0, 0.04098605105125459, 0.29927124983877207, 0.35542095699576015, nan, 0.0, nan, 0.06012876057820788, 0.0, 0.054553177717545205, 0.38728784599612714, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.401418702077368, 0.6717896718095541, 0.8066974905350621, 0.8881227553885969, 0.5477560312726117, 0.7532557495151011, 0.10786414246074953, 0.2778122286989954, 0.719499724052852, 0.32652412086941157, 0.7668475673617062, nan, 0.0747456768148725, 0.5166156415251879, 0.6680327868852459, nan, 0.0, nan, 0.07173566494372252, 0.0, 0.05560480795002371, 0.5061783534315915, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.7367	43.0	860	2.5334	0.1178	0.1843	0.4945	[0.24929288355344534, 0.44987537174599906, 0.6682914681780241, 0.563378488883403, 0.3217043152079375, 0.5306824246389037, 0.04610236419390821, 0.09426806919418226, 0.699773235728309, 0.06085235666304317, 0.6062772050400916, 0.0, 0.04635281945162959, 0.2966641617930539, 0.3698988101857, nan, 0.0, nan, 0.09962520078529359, 0.0, 0.05124992297105766, 0.3839342554545981, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3597079962334493, 0.6854024176872913, 0.8092214739616489, 0.8936046547198786, 0.584234862255793, 0.7764868132698557, 0.1041586175406554, 0.2759208731241473, 0.7463558744278155, 0.385792542852094, 0.7558983147672094, nan, 0.08306448622390329, 0.5054272195936543, 0.649199843871975, nan, 0.0, nan, 0.13482440461813439, 0.0, 0.05144011710615838, 0.4938216465684085, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.6422	44.0	880	2.4975	0.1168	0.1805	0.4873	[0.20625773664888045, 0.44353447878335134, 0.638799040066778, 0.5818482979209504, 0.3311081174473285, 0.5320656894436634, 0.03739755059172153, 0.0906384621636999, 0.6790466778515778, 0.054178048174819964, 0.6129331488585623, 0.0, 0.04241438962879593, 0.3113755976746586, 0.382996969870219, nan, 0.0, nan, 0.14989782842101618, 0.0, 0.027619302617757913, 0.36944574368568756, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.28097795799142916, 0.743695102769383, 0.8204844708010856, 0.8725641951213543, 0.5834142209201771, 0.7483752739363712, 0.08754522145340873, 0.2766030013642565, 0.719394214849203, 0.30842905106909346, 0.7423593259068837, nan, 0.07546260244001929, 0.5038686334539382, 0.6536885245901639, nan, 0.0, nan, 0.2090720255060142, 0.0, 0.0276477743644723, 0.4703736787256216, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.7883	45.0	900	2.5552	0.1178	0.1830	0.4850	[0.21725176908111085, 0.4393907061898477, 0.6459332778118095, 0.5735406647344987, 0.32427162517308616, 0.5345086838920919, 0.038681487397597, 0.08661196097617686, 0.6640335568414929, 0.05793215589268107, 0.6267732237547777, 0.0, 0.04856855752369318, 0.3043421311153317, 0.3984875408074714, nan, 0.0, nan, 0.12648917434994303, 0.0, 0.066128115612568, 0.38141582667130114, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.3031064434921306, 0.7141632645847693, 0.7860672764431936, 0.8850514233971869, 0.6075393113672061, 0.7566248520113856, 0.08760668750658565, 0.277192112117078, 0.7040872642275103, 0.35508040289803855, 0.790021898505189, nan, 0.091408017206215, 0.5173392708043417, 0.6273093937028363, nan, 0.0, nan, 0.17694797352784888, 0.0, 0.06717110281838237, 0.4900997469108233, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.2821	46.0	920	2.5666	0.1183	0.1849	0.4860	[0.21711253015862525, 0.43764211382664997, 0.6522548082597236, 0.5721666600782701, 0.33482542972876894, 0.5323988786543853, 0.03755745803319884, 0.0848889986136696, 0.702648432389674, 0.058291079607653055, 0.6189335587701171, 0.0, 0.047786320254506895, 0.29483473670981525, 0.3588005352866601, nan, 0.0, nan, 0.12036776102578554, 0.0, 0.10155606866780444, 0.38749857159181805, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.29981791801987046, 0.7130498559638054, 0.7869383857674138, 0.8855531150770586, 0.5900764167093164, 0.7534572659260939, 0.08451582311826068, 0.277192112117078, 0.7497646333149368, 0.37826471107969606, 0.7528325240407503, nan, 0.08912127167772957, 0.522349011967715, 0.6627959927140255, nan, 0.0, nan, 0.16506448963818174, 0.0, 0.1042822093478754, 0.5048384695548608, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
0.9336	47.0	940	2.5541	0.1165	0.1822	0.4828	[0.22308029793051112, 0.4365524306961501, 0.6518794359952976, 0.5688276807233661, 0.32773887165862103, 0.5359695423488104, 0.03798720186154741, 0.08201557489693083, 0.6751172847995843, 0.05575474472368629, 0.6255744037883391, 0.0, 0.04777727595328731, 0.2982490146669251, 0.31614647853279754, nan, 0.0, nan, 0.1411653780878748, 0.0, 0.07350246365598403, 0.37950542400559895, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.31634462017410686, 0.7097670678472333, 0.7849420935660759, 0.8837054213292382, 0.5529534263981787, 0.7296153555505176, 0.08600857012398581, 0.27756418206622846, 0.7171217089244554, 0.3484361194557342, 0.7647338855565077, nan, 0.09153162507261962, 0.5138881157806847, 0.6806856622430393, nan, 0.0, nan, 0.18081252113424473, 0.0, 0.07442838587303878, 0.484368021438142, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.6519	48.0	960	2.5291	0.1166	0.1816	0.4787	[0.2023941233869929, 0.4247025971550307, 0.6481537103486226, 0.5625529306437173, 0.33229778045946634, 0.535435826820608, 0.03518753424554714, 0.08936693796455983, 0.6654206466537469, 0.05664987615840592, 0.6136921275879211, 0.0, 0.045299156847908334, 0.2972182482912097, 0.35046546724772354, nan, 0.0, nan, 0.15585276887365979, 0.0, 0.09162857200394707, 0.37391001046389954, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.2755275092722486, 0.7284299171129138, 0.7892725120335935, 0.8534509657564837, 0.5880204013200854, 0.7321595002393008, 0.08232938779811036, 0.27474265161850425, 0.7050449631529396, 0.35971019614772926, 0.7287060839760069, nan, 0.08287907442429636, 0.5204007792930698, 0.6722612542284674, nan, 0.0, nan, 0.2043379546881793, 0.0, 0.09380863039399624, 0.4787851719517642, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.2961	49.0	980	2.5668	0.1194	0.1847	0.4849	[0.21445828679439816, 0.44156346182567874, 0.6417500947364633, 0.5701086934859639, 0.32577882806090114, 0.532614448571205, 0.049005002195261986, 0.08516134006708045, 0.7094248788859022, 0.05385866813191549, 0.6279095846082373, 0.0, 0.039039545903504495, 0.29245679211759007, 0.3764794147988371, nan, 0.0, nan, 0.16917979579417133, 0.0, 0.10625062506250625, 0.3751599767306574, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.29979629878740127, 0.6661983281197533, 0.8463692610089233, 0.8751093626680209, 0.5851260963944726, 0.7287778029673292, 0.11466931263390819, 0.2739675058911075, 0.7582621822549752, 0.35334864817105494, 0.7463772255546034, nan, 0.07719311256968393, 0.5039242972446424, 0.6528753577933906, nan, 0.0, nan, 0.24172745278005894, 0.0, 0.10951899882481496, 0.48005061783534314, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
1.1402	50.0	1000	2.5605	0.1185	0.1830	0.4819	[0.19959675287366452, 0.4288447889831273, 0.6513875146584579, 0.5729092681987263, 0.32769972498229966, 0.5353784582788172, 0.03540809790954479, 0.0896025059629224, 0.682879154609106, 0.05763965555310223, 0.6175538101231539, 0.0, 0.04494975169123685, 0.29240404689256466, 0.3907998095691502, nan, 0.0, nan, 0.1499726327312534, 0.0, 0.10800295297192682, 0.38443341795522734, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]	[0.2720420085708246, 0.7248223848152272, 0.7940524452485453, 0.8735125147601364, 0.6003741418562377, 0.7447038968235976, 0.080581995714938, 0.2713940220761503, 0.7258708567347336, 0.3690404665135183, 0.7381129201180615, nan, 0.08525234545926502, 0.5067631505705539, 0.640807962529274, nan, 0.0, nan, 0.19854113327858558, 0.0, 0.11160134424674763, 0.495980348369808, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu121
Tokenizers 0.21.0

ht266/segformer-b0-scene-parse-150

segformer-b0-scene-parse-150

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ht266/
segformer-b0-scene-parse-150