segformer-b0-scene-parse-150

TristanPermentier/segformer-b0-scene-parse-150

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

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

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At a glance

Task: Image Segmentation
Library: transformers
License: other
Model type: segformer
Access: Public
Created: Sep 17, 2023
Updated: Sep 18, 2023
SHA: c4a716c9

Base models

nvidia/mit-b0

Datasets

scene_parse_150

Model card

From the Hugging Face model README

segformer-b0-scene-parse-150

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

Loss: 1.6339
Mean Iou: 0.1200
Mean Accuracy: 0.1669
Overall Accuracy: 0.6123
Per Category Iou: [0.5349505300503856, nan, nan, 0.7662725216601061, nan, 0.5326853699336921, nan, nan, 0.34424006183640854, nan, 0.4690602972950636, nan, 0.0, nan, 0.43864150176543804, nan, nan, 0.0, 0.03116323751411952, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.11546494517491812, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.21709821831740012, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2656179069036561, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004383351344800073, nan, nan, nan, nan, nan, nan, 0.27573695030755746, 0.0, 0.0, nan, nan, 0.1730424387328153, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2699536864879483, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
Per Category Accuracy: [0.7970510497742438, nan, nan, 0.9333683660650987, nan, 0.5709001366216121, nan, nan, 0.5022173025701339, nan, 0.5997946735914005, nan, 0.0, nan, 0.6798811830944017, nan, nan, 0.0, 0.03494731857464189, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.18674548490489992, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.4055014699503591, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.399427626224171, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005731113077237973, nan, nan, nan, nan, nan, nan, 0.3817023254759232, 0.0, 0.0, nan, nan, 0.18656355727404544, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.49311473385204396, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

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

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Per Category Iou	Per Category Accuracy
3.6823	1.0	20	3.5003	0.0586	0.1033	0.4973	[0.49515664733932946, nan, nan, 0.5775935923663784, nan, 0.04596206382865156, nan, nan, 0.26871056425122297, nan, 0.11369973679410002, nan, 0.0, 0.0, 0.3107990029966113, nan, nan, 0.07862248213125406, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.034315093061257025, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.01068727200680629, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.11023414367115379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.000786938713592233, nan, nan, nan, nan, nan, nan, 0.05070892559181233, 0.0, 0.0, nan, nan, 0.015040183696900114, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11313313426108514, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7426263023684041, nan, nan, 0.9727086727777018, nan, 0.05114940356296204, nan, nan, 0.47199142135667094, nan, 0.13174104716468385, nan, 0.0, nan, 0.4854913009051258, nan, nan, 0.08009119658748254, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.08262480087518953, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.011048725239770591, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5815895187334261, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0010960423626975848, nan, nan, nan, nan, nan, nan, 0.06443529825277504, 0.0, 0.0, nan, nan, 0.021105203802158853, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12399654192910954, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
3.4276	2.0	40	3.1882	0.0710	0.1169	0.4890	[0.43876531073668484, nan, nan, 0.5793460668074677, nan, 0.30489642184557436, nan, nan, 0.32595816708983194, nan, 0.14653798821167174, nan, 0.0, nan, 0.2911432340397004, nan, nan, 0.060054857802800635, 0.002022419470540954, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.024744866592893152, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.07467207433837308, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.12499059372413274, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004522511609125783, nan, nan, nan, nan, nan, nan, 0.09628943874020461, 0.0, 0.0, nan, nan, 0.029982363315696647, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12235712170565591, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.5900893611665498, nan, nan, 0.9783242745736993, nan, 0.3846789392114827, nan, nan, 0.559548929399149, nan, 0.17078325985868711, nan, 0.0, nan, 0.6459378704825733, nan, nan, 0.06118996837537692, 0.002770214277258198, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.06180066406924745, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.10514964576606102, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.47971748890697613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0059159876926327465, nan, nan, nan, nan, nan, nan, 0.11675000283456353, 0.0, 0.0, nan, nan, 0.0356049621395199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1275781153513647, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.9493	3.0	60	3.0877	0.0780	0.1289	0.5137	[0.45940221778653784, nan, nan, 0.6494007938527302, nan, 0.4439837201805287, nan, nan, 0.34639082849373676, nan, 0.22427847777966967, nan, 0.000308090455357693, nan, 0.34777956821568423, nan, nan, 0.004698282190574071, 0.0031407729433002986, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03480888089115643, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0913573016991002, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14217375469266544, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.001518325086206108, nan, nan, nan, nan, nan, nan, 0.09802372235537879, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04033963860518523, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.582026866520922, nan, nan, 0.952329573015261, nan, 0.5949736206887242, nan, nan, 0.6362931958905531, nan, 0.3181804456790869, nan, 0.000308090455357693, nan, 0.7024633946812373, nan, nan, 0.0047069206442597634, 0.0040369361903634425, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.13068345392779687, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13909104053207383, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.5329640034657495, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0021920847253951697, nan, nan, nan, nan, nan, nan, 0.12659160742428882, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.041218969988884774, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
3.0162	4.0	80	2.8616	0.0814	0.1232	0.5420	[0.4910465857166263, nan, nan, 0.6443584008757899, nan, 0.45141247019724007, nan, nan, 0.32257705190056235, nan, 0.26924304549583833, nan, 0.0, nan, 0.3331696608404026, nan, nan, 0.0, 0.001900597974698759, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.020747307143488526, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13337046977599973, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.13325950535252862, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0017460871773707102, nan, nan, nan, nan, nan, nan, 0.1319458915051747, 0.0, 0.0, nan, nan, 0.009900990099009901, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06578507371941024, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7132203547582256, nan, nan, 0.8931325481026355, nan, 0.5735731681633843, nan, nan, 0.581002455982566, nan, 0.33111902892686756, nan, 0.0, nan, 0.611482717739854, nan, nan, 0.0, 0.002995146205753522, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03153369287756943, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.19039471781772616, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.37913198729225195, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0021788793957241144, nan, nan, nan, nan, nan, nan, 0.1723074480991417, 0.0, 0.0, nan, nan, 0.01031093926212341, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06681486970482894, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
3.0263	5.0	100	2.7084	0.0843	0.1324	0.5396	[0.49507208751747933, nan, nan, 0.6203053779437833, nan, 0.4485318235941677, nan, nan, 0.3407940967092522, nan, 0.2978191928406968, nan, 0.0, nan, 0.3557274457037466, nan, nan, 0.0, 0.0022259234469125043, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.026368862501178023, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.12652470809007507, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14366688649397702, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006174898362074405, nan, nan, nan, nan, nan, nan, 0.19123126092560874, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06350128408951938, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.6526707344030444, nan, nan, 0.9749474509023519, nan, 0.5390505607966174, nan, nan, 0.6160157736345083, nan, 0.414004468868893, nan, 0.0, nan, 0.639577053813209, nan, nan, 0.0, 0.003385817449982242, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.05370132238066906, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.23396308255819556, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.45186021477144434, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009045650824672838, nan, nan, nan, nan, nan, nan, 0.2455865845777067, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06412868963813759, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
3.0192	6.0	120	2.5853	0.0834	0.1228	0.5584	[0.513016303842118, nan, nan, 0.6309294285637532, nan, 0.35611384488558007, nan, nan, 0.2789754627300978, nan, 0.33300786268564675, nan, 0.0, nan, 0.39549797351503974, nan, nan, 0.0, 0.0006107421807796855, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.009196650667414078, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13424914500097224, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.12323683312478671, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.004757876929583422, nan, nan, nan, nan, nan, nan, 0.24288385441579335, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06377284193687319, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7580542978289542, nan, nan, 0.9493663014141616, nan, 0.37790185924193903, nan, nan, 0.49498772008717007, nan, 0.3913279787426777, nan, 0.0, nan, 0.6642459982413698, nan, nan, 0.0, 0.0008405351012193679, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.01007619522868165, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.2828329076100053, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22755795940872214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005942398351974857, nan, nan, nan, nan, nan, nan, 0.31665476149982424, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.06400518710633568, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.7891	7.0	140	2.4388	0.0948	0.1331	0.5748	[0.5154656376508916, nan, nan, 0.6863149964423734, nan, 0.49124725952151366, nan, nan, 0.31201516142142743, nan, 0.35972157545158207, nan, 0.0, nan, 0.39671683424856585, nan, nan, 0.0, 2.370192459627722e-05, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.009904517600114009, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.163059324189356, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14525411857851944, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3573847356082313, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07118873794781752, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7711226677412429, nan, nan, 0.9177684357159737, nan, 0.5529665250049951, nan, nan, 0.4886298384586115, nan, 0.44317289691406486, nan, 0.0, nan, 0.594793229711226, nan, nan, 0.0, 3.551556765715639e-05, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.02134234113198856, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.31670200973540896, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.25047916611967336, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49779470957062033, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07135358774854884, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.3603	8.0	160	2.5459	0.0923	0.1381	0.5408	[0.4582064985086822, nan, nan, 0.6929509551025913, nan, 0.5612155620675559, nan, nan, 0.3518851291071376, nan, 0.3123848723909702, nan, 0.0, nan, 0.38656074482619035, nan, nan, 0.0, 0.00632781961916225, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.019509625712633233, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.16056645540831488, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14847856488402372, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.003485354097144976, nan, nan, nan, nan, nan, nan, 0.2711320589476366, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.04329675572519084, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.6156433337669713, nan, nan, 0.8946001915399062, nan, 0.7932261600686888, nan, nan, 0.5757653325953855, nan, 0.3712482637840449, nan, 0.0, nan, 0.6684194639240202, nan, nan, 0.0, 0.012821119924233456, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.036255110070437406, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3827895320256398, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3233649276656077, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006206504945395962, nan, nan, nan, nan, nan, nan, 0.3861242445888182, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0448314190440904, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
3.0505	9.0	180	2.4342	0.0895	0.1374	0.5334	[0.4674035619688911, nan, nan, 0.6469130452725848, nan, 0.5407835854397331, nan, nan, 0.30876943112205757, nan, 0.29598515286429283, nan, 0.0, nan, 0.36881671052279913, nan, nan, 0.0, 0.008017672665843675, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03279170249121165, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13950156171504707, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14746426631847753, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.013165291208746446, nan, nan, nan, nan, nan, nan, 0.23331071375064993, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10953377620044287, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.6058283068338183, nan, nan, 0.9748230743398714, nan, 0.6179778921391272, nan, nan, 0.5429381853402054, nan, 0.4526692433117942, nan, 0.0, nan, 0.6640578860565124, nan, nan, 0.0, 0.01460873682964366, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.057827764236224405, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.38476553086895754, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.33507495996009135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.021339812748425266, nan, nan, nan, nan, nan, nan, 0.30016893998662086, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11149191058416698, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.3854	10.0	200	2.3098	0.0939	0.1364	0.5669	[0.5145572933835421, nan, nan, 0.7030505688292765, nan, 0.5830553297262949, nan, nan, 0.33253154963919734, nan, 0.3190317923926545, nan, 0.0, nan, 0.40605592944383456, nan, nan, 0.0, 0.008330498485004311, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03189938344253368, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.15208814114494157, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.11716706900020117, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006876583423814694, nan, nan, nan, nan, nan, nan, 0.23581319835736797, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0643412965149726, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7016591414601333, nan, nan, 0.9361823857912215, nan, 0.6738685516489095, nan, nan, 0.5585526998512574, nan, 0.43041548402681323, nan, 0.0, nan, 0.6699024878930123, nan, nan, 0.0, 0.012465964247661892, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.06970807822966048, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.39385030603884524, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2446766613280122, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01103965560500218, nan, nan, nan, nan, nan, nan, 0.2799641711169314, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0656107200197604, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.0245	11.0	220	2.2548	0.0955	0.1378	0.5719	[0.5220301378484757, nan, nan, 0.6900779538662102, nan, 0.597003770439182, nan, nan, 0.34494446136750745, nan, 0.33220376279018593, nan, 0.0, nan, 0.40090961340118253, nan, nan, 0.0, 0.018837390442916883, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.024534003530502946, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.16223235412939344, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.10163486902644009, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006591395652521519, nan, nan, nan, nan, nan, nan, 0.2809388993745605, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05083676351290448, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.6982873412593906, nan, nan, 0.9678051268019054, nan, 0.6729127403703363, nan, nan, 0.5562281642395102, nan, 0.4558548221510961, nan, 0.0, nan, 0.6682925975667907, nan, nan, 0.0, 0.029489759677992188, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.06295222923823963, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.4064292255048436, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.17399637671646492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009798354615922987, nan, nan, nan, nan, nan, nan, 0.34428608682835016, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.05224157095220452, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.1305	12.0	240	2.1615	0.0891	0.1287	0.5754	[0.52909209668855, nan, nan, 0.6817600912725086, nan, 0.4928497692494535, nan, nan, 0.3053400490721222, nan, 0.30149677514104933, nan, 0.0, nan, 0.44020401115949986, nan, nan, 0.0, 0.02650747496108321, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.009345088921766961, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.14166860984376856, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.06272879674296075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0049727527815997315, nan, nan, nan, nan, nan, nan, 0.22690293924815086, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07303471847454578, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7419261355764054, nan, nan, 0.9587598412955063, nan, 0.5259392060826318, nan, nan, 0.48901726106056936, nan, 0.3719276526360287, nan, 0.0, nan, 0.7751709414796117, nan, nan, 0.0, 0.04273706641411152, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.011880313993436078, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.38797050460263144, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.09627957045711134, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006061246319014354, nan, nan, nan, nan, nan, nan, 0.27860358062065604, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07521304186735828, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.5724	13.0	260	2.2083	0.0989	0.1513	0.5531	[0.4800847622248986, nan, nan, 0.6970880808658071, nan, 0.6182665130888115, nan, nan, 0.3425863757467936, nan, 0.3713486637663145, nan, 0.0, nan, 0.3765884611771054, nan, nan, 0.0, 0.04581278147115591, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.07627658417610414, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.17206178086451746, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.13439901892281148, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.021518798527206638, nan, nan, nan, nan, nan, nan, 0.2281, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09575841263170534, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.6012010716147941, nan, nan, 0.9709518538326638, nan, 0.7217455165970958, nan, nan, 0.5542080321007299, nan, 0.6314541940938463, nan, 0.0, nan, 0.6838665365921947, nan, nan, 0.0, 0.08092814016810702, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.18847283265838818, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.49998795122656514, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24745976317378632, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.03619580862836241, nan, nan, nan, nan, nan, nan, 0.2844881345170471, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09849326911201679, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
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1.0809	16.0	320	2.0044	0.1016	0.1366	0.6038	[0.5521032535171966, nan, nan, 0.6849303109873625, nan, 0.5608681131846335, nan, nan, 0.3286185445379954, nan, 0.3117324722344537, nan, 0.0, nan, 0.5007412271537872, nan, nan, 0.0, 0.00896535470186189, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.02470879973127575, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13202960663906452, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.13535477440870933, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006964332796916055, nan, nan, nan, nan, nan, nan, 0.3258174090559218, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18590681790462252, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8265849734899084, nan, nan, 0.927053146105148, nan, 0.5985484628718619, nan, nan, 0.5087204676744267, nan, 0.3847756507035449, nan, 0.0, nan, 0.6605231268619826, nan, nan, 0.0, 0.011258434947318575, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.04800107479415772, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.2624222854113451, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18541759655525508, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010115282528028312, nan, nan, nan, nan, nan, nan, 0.44154563080376885, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18824873409904902, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.9142	17.0	340	1.9659	0.0994	0.1374	0.5807	[0.5146286979691347, nan, nan, 0.6905745271536221, nan, 0.5591977800201816, nan, nan, 0.34355018631476514, nan, 0.3433540309960119, nan, 0.0, nan, 0.44078672618377784, nan, nan, 0.0, 0.018210173845236457, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.02063863329589597, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.13463592284853793, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.14175516133652527, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007641975925278458, nan, nan, nan, nan, nan, nan, 0.34504392589348754, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11831867388362652, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7304971289988567, nan, nan, 0.9420685066106143, nan, 0.5985052623620959, nan, nan, 0.5007022034660487, nan, 0.41074340237937074, nan, 0.0, nan, 0.7711024686443236, nan, nan, 0.0, 0.02819936071978217, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03844308389152256, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3037857246132344, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1818993357313519, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012122492638028708, nan, nan, nan, nan, nan, nan, 0.4377473156683334, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1295850314931456, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.4201	18.0	360	1.9076	0.1058	0.1420	0.6090	[0.544585393186956, nan, nan, 0.7251707754198404, nan, 0.5891181339724741, nan, nan, 0.35175747599947543, nan, 0.3768437454607878, nan, 0.0, nan, 0.46080424972867995, nan, nan, 0.0, 0.007712058173094944, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.03192860684184432, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.12968165867755327, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.17963202065848935, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006236042242325599, nan, nan, nan, nan, nan, nan, 0.3516538062361807, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15892993199198577, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8058972658592538, nan, nan, 0.9410890411810798, nan, 0.6437469962145553, nan, nan, 0.5381576671624754, nan, 0.43085331239809166, nan, 0.0, nan, 0.7058406646047238, nan, nan, 0.0, 0.009743104060613236, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.04944053125539796, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.27250710877632656, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.23378055504502848, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008702312253225401, nan, nan, nan, nan, nan, nan, 0.44179507239475263, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17389156477707793, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.3918	19.0	380	1.9192	0.1037	0.1492	0.6023	[0.5442973237949046, nan, nan, 0.7038453617346788, nan, 0.5574274701550656, nan, nan, 0.33109252617100604, nan, 0.3536195549984331, nan, 0.0, 0.0, 0.48958630952380955, nan, nan, 0.0, 0.03185425185390533, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.04555193844332643, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.15959564598020237, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.1401469153743555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007048748992689108, nan, nan, nan, nan, nan, nan, 0.360631823315347, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2158580356918752, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7598110607315368, nan, nan, 0.9670246638723399, nan, 0.6107040063072744, nan, nan, 0.517921754470926, nan, 0.4259013225436319, nan, 0.0, nan, 0.7196428493308893, nan, nan, 0.0, 0.04353024742512134, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.07385371283803235, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.42115282664224785, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18483997164386798, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009587069341186102, nan, nan, nan, nan, nan, nan, 0.5213556016644557, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26553044337408915, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.3816	20.0	400	1.9099	0.1005	0.1444	0.5801	[0.5240378547065215, nan, nan, 0.7084459171029648, nan, 0.3005648391621819, nan, nan, 0.3284451404977932, nan, 0.3888894787696032, nan, 0.0, nan, 0.44350835438817365, nan, nan, 0.0, 0.05071873461975799, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0850628575506369, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.16232786173696878, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18652889399158057, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009414690469846346, nan, nan, nan, nan, nan, nan, 0.34993112721786757, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.179512063620434, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7640533099803383, nan, nan, 0.9546740712180197, nan, 0.3043043907918113, nan, nan, 0.5266733543187243, nan, 0.5529621353946494, nan, 0.0, nan, 0.6750033903940295, nan, nan, 0.0, 0.07075884929560791, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.13726656814386887, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.39653718251482, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.25594034710006036, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.013997649451318553, nan, nan, nan, nan, nan, nan, 0.4839053482544758, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20560083981721625, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.5018	21.0	420	1.8815	0.1059	0.1428	0.5995	[0.5311212203406633, nan, nan, 0.7177711289807998, nan, 0.42651481922426215, nan, nan, 0.36451006234358574, nan, 0.39474432552608446, nan, 0.0, nan, 0.506004935402564, nan, nan, 0.0, 0.009084462502635261, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0965560638446633, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.12773542545580144, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15052972972972972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0073552816083549116, nan, nan, nan, nan, nan, nan, 0.36122781305976226, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22668064473856636, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8159745909259652, nan, nan, 0.8884248952127461, nan, 0.4410826047747363, nan, nan, 0.510878965028192, nan, 0.4610634700163053, nan, 0.0, nan, 0.7544086059137222, nan, nan, 0.0, 0.011222919379661418, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.18553634147745812, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.2495300978360403, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18279202877622286, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011290556868752228, nan, nan, nan, nan, nan, nan, 0.5030329829812805, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2670433493886625, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.301	22.0	440	1.8606	0.1127	0.1557	0.6116	[0.5454706673579958, nan, nan, 0.740255244679598, nan, 0.5893461091012621, nan, nan, 0.35433112960421975, nan, 0.4003983065708059, nan, 0.0, nan, 0.4706902103290056, nan, nan, 0.0, 0.04674946512433085, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0878654677869828, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.15571204204604946, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.18811653609669202, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009186660517126157, nan, nan, nan, nan, nan, nan, 0.3597557228452911, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22036818018203322, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7677466369254428, nan, nan, 0.9575160756707006, nan, 0.6483370503771945, nan, nan, 0.5502507869521602, nan, 0.4826227429192584, nan, 0.0, nan, 0.7162393311955623, nan, nan, 0.0, 0.062341659760861846, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.14310116500009595, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3655356884669141, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2578570115787539, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012888401758949912, nan, nan, nan, nan, nan, nan, 0.5310044559338754, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2646350500185254, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.2921	23.0	460	1.8113	0.1057	0.1532	0.5913	[0.5357758165202247, nan, nan, 0.7178963332622186, nan, 0.5757493868768706, nan, nan, 0.34088809244481116, nan, 0.3888587007438775, nan, 0.0, nan, 0.45940927020073186, nan, nan, 0.0, 0.030332067631465825, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.11186966640806827, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.1507442372917972, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.16361404207313027, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012473057193938078, nan, nan, nan, nan, nan, nan, 0.215706225981412, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2064475531245462, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7239290991222531, nan, nan, 0.9626030770761558, nan, 0.6097751953473051, nan, nan, 0.548791033934069, nan, 0.6266380820097832, nan, 0.0, nan, 0.7326969600195987, nan, nan, 0.0, 0.04009707588492956, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.19373164693011918, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.42036965636898166, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2589334943681571, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01971555719888547, nan, nan, nan, nan, nan, nan, 0.26920416794222024, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2633691490675559, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.3405	24.0	480	1.7822	0.1085	0.1534	0.6043	[0.5414566325029534, nan, nan, 0.7173153879237804, nan, 0.5310126078829097, nan, nan, 0.36009260637040796, nan, 0.42939053817714906, nan, 0.0, nan, 0.4722188917670218, nan, nan, 0.0, 0.015322674081798169, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.09576263304056658, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.16420095890288652, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.15819497832665413, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00890486944807639, nan, nan, nan, nan, nan, nan, 0.3031977891827872, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21783933256127247, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7591235857847104, nan, nan, 0.9542138779368415, nan, 0.576780806013511, nan, nan, 0.5692275761873465, nan, 0.5856633854701371, nan, 0.0, nan, 0.7408907768158294, nan, nan, 0.0, 0.018787735290635727, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.13832216954877838, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.44317798448117984, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.20314017906372253, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01187159137427866, nan, nan, nan, nan, nan, nan, 0.39185006292731045, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2845807089045325, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.1149	25.0	500	1.7731	0.1119	0.1561	0.5990	[0.5230321816508672, nan, nan, 0.7190935580028947, nan, 0.5684881046052994, nan, nan, 0.34178000606892306, nan, 0.4634889254146504, nan, 0.0, nan, 0.44083260578388256, nan, nan, 0.0, 0.02177948393993877, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.12256739536552475, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.1628205567158558, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22133767103626448, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008860431486295587, nan, nan, nan, nan, nan, nan, 0.31208343518292186, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23465598343498908, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7538289710403823, nan, nan, 0.9331196129401376, nan, 0.6125346279086094, nan, nan, 0.5220796291812239, nan, 0.608792801497675, nan, 0.0, nan, 0.7112696697537481, nan, nan, 0.0, 0.026530129039895822, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.19014260215342688, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.34378765241698395, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3036731693228661, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.013997649451318553, nan, nan, nan, nan, nan, nan, 0.43427780990283116, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3219093491416574, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
0.8525	26.0	520	1.7599	0.1083	0.1499	0.6013	[0.5330932644142036, nan, nan, 0.7374629122911739, nan, 0.4196436832420096, nan, nan, 0.36779568174556077, nan, 0.45034522075125105, nan, 0.0, nan, 0.46970559257831385, nan, nan, 0.0, 0.02651167431650369, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.10133904279732192, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.18001012682076706, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.23047192839707079, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0010134792743488395, nan, nan, nan, nan, nan, nan, 0.2836160821897313, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20646839213054238, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8119925245031936, nan, nan, 0.9142890013805799, nan, 0.4408612021621855, nan, nan, 0.55742502334913, nan, 0.536686998007126, nan, 0.0, nan, 0.6715692493448884, nan, nan, 0.0, 0.03145495442168817, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.164424313379268, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.36837919899754207, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.35697219523722007, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0014525862638160763, nan, nan, nan, nan, nan, nan, 0.38687256936176967, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30393973076448066, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
0.9834	27.0	540	1.7425	0.1113	0.1546	0.6117	[0.5468403256324604, nan, nan, 0.729015596924764, nan, 0.5298170927901393, nan, nan, 0.34659036444853436, nan, 0.4062670332731743, nan, 0.0, nan, 0.48170900134657657, nan, nan, 0.0, 0.014311797485688203, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.12100421456475167, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.1711757925072046, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2214201588085559, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008457097567346056, nan, nan, nan, nan, nan, nan, 0.2971870505293438, 0.0, 0.0, nan, nan, 0.0020491803278688526, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24086284086284085, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7922990114110264, nan, nan, 0.9550098879367172, nan, 0.5779742200957971, nan, nan, 0.5002871078210938, nan, 0.5063862552086479, nan, 0.0, nan, 0.7323994802854056, nan, nan, 0.0, 0.017816976441340122, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.1658637698405082, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.35783652224203577, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.30603618032399504, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.012399804561120869, nan, nan, nan, nan, nan, nan, 0.42872206537637336, 0.0, 0.0, nan, nan, 0.0020944095376188173, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.36544399160182783, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.255	28.0	560	1.7499	0.1118	0.1587	0.6071	[0.5398339756892974, nan, nan, 0.7287949661640746, nan, 0.5465474100530702, nan, nan, 0.35925200783154193, nan, 0.4258153855837521, nan, 0.0, nan, 0.4534640119071021, nan, nan, 0.0, 0.036095939206839234, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.11804747854405662, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.17905852894391455, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.23849347211359123, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.010316461996506883, nan, nan, nan, nan, nan, nan, 0.2574594613283546, 0.0, 0.0, nan, nan, 0.0006444337038827131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24188155544359455, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7703357733405677, nan, nan, 0.9543786768821283, nan, 0.5850483035699822, nan, nan, 0.5598187415683697, nan, 0.6128087444894015, nan, 0.0, nan, 0.7064006264573226, nan, nan, 0.0, 0.044986385699064754, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.1850565226570447, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3567039375391585, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.41631002704334813, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01505407582500297, nan, nan, nan, nan, nan, nan, 0.33772123768382145, 0.0, 0.0, nan, nan, 0.0006444337038827131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32610843522292204, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.0002	29.0	580	1.7234	0.1123	0.1537	0.6115	[0.5343806524346499, nan, nan, 0.7577406122804516, nan, 0.5857621508154368, nan, nan, 0.35288204865605544, nan, 0.44074177356385946, nan, 0.0, nan, 0.47477546800043285, nan, nan, 0.0, 0.0070126227208976155, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.09253997097454784, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.18628156919220204, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22707481198047236, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.006903668258650132, nan, nan, nan, nan, nan, nan, 0.2662933416415916, 0.0, 0.0, nan, nan, 0.0022658610271903325, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21873956020201624, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8161723721798985, nan, nan, 0.8926101665402172, nan, 0.6268609969597642, nan, nan, 0.5148984745235048, nan, 0.5249562171628721, nan, 0.0, nan, 0.6910016755108558, nan, nan, 0.0, 0.007991002722860187, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.14563460837187878, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3366427297701094, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.4066741932942999, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00998322923131776, nan, nan, nan, nan, nan, nan, 0.3682551560710682, 0.0, 0.0, nan, nan, 0.002416626389560174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3436766703717426, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
0.9107	30.0	600	1.7110	0.1109	0.1570	0.6061	[0.5409093005757184, nan, nan, 0.7473723058754059, nan, 0.4555303180966537, nan, nan, 0.35164493806392416, nan, 0.4320491085773804, nan, 0.0, nan, 0.4522083206870581, nan, nan, 0.0, 0.049725487125786595, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.10475239334604404, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.20116130177364758, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.22513841831253614, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.007068769172369218, nan, nan, nan, nan, nan, nan, 0.27485750958849686, 0.0, 0.0, nan, nan, 0.005144694533762058, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25437975947734176, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7937723231047638, nan, nan, 0.9445218343055435, nan, 0.4700215462542458, nan, nan, 0.5090525441903906, nan, 0.588682891478954, nan, 0.0, nan, 0.703942043948256, nan, nan, 0.0, 0.060151533088670536, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.19929754524691476, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3823557761819847, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.35765484285976845, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009098472143357059, nan, nan, nan, nan, nan, nan, 0.40789369252922436, 0.0, 0.0, nan, nan, 0.005155469631061705, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3774854884525133, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
0.7442	31.0	620	1.7138	0.1100	0.1550	0.6051	[0.538370914627848, nan, nan, 0.7400080228868461, nan, 0.5135815722017948, nan, nan, 0.3400483665949275, nan, 0.4300165958900766, nan, 0.0, nan, 0.44986347393882015, nan, nan, 0.0, 0.014369577640396904, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.12100166291695197, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.178307206329525, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24067469406452457, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.009674143184204637, nan, nan, nan, nan, nan, nan, 0.2674093087779633, 0.0, 0.0, nan, nan, 0.00589171974522293, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2204903647326626, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7883031954893183, nan, nan, 0.9579234089128245, nan, 0.5528747239217423, nan, nan, 0.5126638763014978, nan, 0.5320218612235038, nan, 0.0, nan, 0.6818279254725772, nan, nan, 0.0, 0.016372676689949094, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.16619004663838935, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.36386090895946793, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3862472759734292, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.014842790550266088, nan, nan, nan, nan, nan, nan, 0.36498973888000724, 0.0, 0.0, nan, nan, 0.005961011760915096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39178090650858344, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.0674	32.0	640	1.7114	0.1093	0.1518	0.6065	[0.5322687824138417, nan, nan, 0.746921322690992, nan, 0.4844228791969084, nan, nan, 0.3539657487456126, nan, 0.4188551233102879, nan, 0.0, nan, 0.47029302899444786, nan, nan, 0.0, 0.01652062987515423, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.1012081708348106, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.1694733773920492, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24721294631389673, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0029394296298533304, nan, nan, nan, nan, nan, nan, 0.272253692089824, 0.0, 0.0, nan, nan, 0.000778816199376947, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22813668906453632, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8149825116950065, nan, nan, 0.936937973408291, nan, 0.5164782944438744, nan, nan, 0.5197758483517244, nan, 0.4902620931215653, nan, 0.0, nan, 0.667006435186603, nan, nan, 0.0, 0.01870486563276903, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.14244861140433374, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3432695551592848, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.37902696458109064, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0038559562639481296, nan, nan, nan, nan, nan, nan, 0.36620293207251947, 0.0, 0.0, nan, nan, 0.0008055421298533913, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41617265653945906, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.0873	33.0	660	1.6653	0.1172	0.1696	0.6123	[0.5445668589613619, nan, nan, 0.7524007642536803, nan, 0.6080308328342638, nan, nan, 0.37522726462514705, nan, 0.47058505928341576, nan, 0.0, nan, 0.45211562654289134, nan, nan, 0.0020577643859778054, 0.03698548214138415, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0874434081492265, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.2220118553720846, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.25600388486667847, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.008400085393133278, nan, nan, nan, nan, nan, nan, 0.2727300819665799, 0.0, 0.0, nan, nan, 0.008752387014640357, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2377502658088699, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7471054660604195, nan, nan, 0.9379485329784455, nan, 0.6798356220603403, nan, nan, 0.5825452281296482, nan, 0.657935261791171, nan, 0.0, nan, 0.7090648199591403, nan, nan, 0.0020592777818636463, 0.04246478039540665, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.20981517379037676, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.42103233890789915, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.45677002651823456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.01195082335230499, nan, nan, nan, nan, nan, nan, 0.40027438575008223, 0.0, 0.0, nan, nan, 0.008860963428387304, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.40734222551562305, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
1.0019	34.0	680	1.7047	0.1082	0.1516	0.5976	[0.5252909077146455, nan, nan, 0.7573782099101035, nan, 0.41441033016508255, nan, nan, 0.31164553601714706, nan, 0.4709121646818984, nan, 0.0, nan, 0.4513100730570853, nan, nan, 0.0, 0.026121796557054672, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.10214383984573885, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.18893875968482826, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.24868639840372464, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.005485878410722834, nan, nan, nan, nan, nan, nan, 0.2657905577984675, 0.0, 0.0, nan, nan, 0.010289694475225581, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22569361498822646, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8073684622454624, nan, nan, 0.9312974962997973, nan, 0.42945086752023676, nan, nan, 0.4385762219378048, nan, 0.571939730660064, nan, 0.0, nan, 0.6894005345885812, nan, nan, 0.0, 0.02940689002012549, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.18096846630712243, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.34641428502578436, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3926799170320582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0075666539015146516, nan, nan, nan, nan, nan, nan, 0.36576074016122995, 0.0, 0.0, nan, nan, 0.010472047688094087, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.40839199703593926, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
0.9344	35.0	700	1.6748	0.1150	0.1627	0.6151	[0.5505830958687438, nan, nan, 0.7562419986190323, nan, 0.5978540319640836, nan, nan, 0.32995695112686757, nan, 0.43084969246068283, nan, 0.0, nan, 0.44413403674818086, nan, nan, 0.0, 0.02120224146714213, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.11930022573363432, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.19550674411022423, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.2520041329675419, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.011823153016352289, nan, nan, nan, nan, nan, nan, 0.2816350837545237, 0.0, 0.0, nan, nan, 0.02907822041291073, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2345825635611859, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7886077997734505, nan, nan, 0.9569563811395381, nan, 0.6730801423456797, nan, nan, 0.5048116503511018, nan, 0.5298327193671115, nan, 0.0, nan, 0.6544510405228644, nan, nan, 0.0, 0.024635965431514147, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.16229391781663244, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.39015133259434187, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.37141281802189724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.017787579066911405, nan, nan, nan, nan, nan, nan, 0.4182455185550529, 0.0, 0.0, nan, nan, 0.03222168519413565, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4939792515746573, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
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0.7207	43.0	860	1.6300	0.1199	0.1681	0.6145	[0.5406610748788059, nan, nan, 0.7575992381390396, nan, 0.5760206511115009, nan, nan, 0.36015884868644354, nan, 0.46500148540871594, nan, 0.0, nan, 0.45176054716285924, nan, nan, 0.0, 0.016866204578869986, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.10816986644407346, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.212614696784591, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.26724166862435816, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0068089889710963485, nan, nan, nan, nan, nan, nan, 0.2704699429190119, 0.0, 0.0, nan, nan, 0.14349508782375708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2593716106290672, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.7870149732043419, nan, nan, 0.94244785512618, nan, 0.6205699227250882, nan, nan, 0.5138676536718669, nan, 0.6144090826740746, nan, 0.0, nan, 0.6865569783058529, nan, nan, 0.0, 0.019012667219131054, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.19897126844903365, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.39421176924189116, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.41814792448867066, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.00975873862690982, nan, nan, nan, nan, nan, nan, 0.38520584600383234, 0.0, 0.0, nan, nan, 0.15530852263573386, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4725515623070273, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]
2.398	44.0	880	1.6485	0.1167	0.1611	0.6100	[0.5311814850668972, nan, nan, 0.7555542115237289, nan, 0.49150431547087375, nan, nan, 0.3397112053113447, nan, 0.4711908444169502, nan, 0.0, nan, 0.4483007218044239, nan, nan, 0.0, 0.03373223867894174, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.11456464920822017, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.2039065290799167, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.26244981334084666, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0015820003515556336, nan, nan, nan, nan, nan, nan, 0.2779898701320591, 0.0, 0.0, nan, nan, 0.12441350083245044, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2633676630662313, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]	[0.8130575818438924, nan, nan, 0.9322520864168357, nan, 0.5200099361172462, nan, nan, 0.4856757411186828, nan, 0.5749743341989251, nan, 0.0, nan, 0.6746446648322083, nan, nan, 0.0, 0.038475198295252755, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.17162159568546917, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.3645115427249506, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.3913146217869614, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0020204154396714514, nan, nan, nan, nan, nan, nan, 0.37400365091783166, 0.0, 0.0, nan, nan, 0.13243112614789754, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48558107941212797, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan]

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

Task: Image Segmentation
Library: transformers
Type: segformer
License: other
Created: Sep 17, 2023
Updated: Sep 18, 2023