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jackie68/
semantic_segmentation

generated_from_trainer

scene_parse_150

other

endpoints_compatible

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semantic_segmentation

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: 3.1757
Mean Iou: 0.1304
Mean Accuracy: 0.2321
Overall Accuracy: 0.4229
Per Category Iou: [0.22150017755715537, 0.5590869674464826, 0.8364981896677761, 0.21143228725471633, 0.4199449932704533, 0.028304212146720555, 0.8896023646625641, 0.0, 0.0, 0.39826663958291014, nan, 0.0, 0.0, 0.0, 0.06262780865397885, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5293724129280428, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7992381312177308, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
Per Category Accuracy: [0.5812470100462446, 0.8245734777411526, 0.8791209287822161, 0.6412788852449106, 0.9244858762355366, 0.04943506266702407, 0.9595426561125769, nan, nan, 0.8407661520869067, nan, 0.0, 0.0, 0.0, 0.07189147152855785, 0.0, nan, 0.0, nan, 0.0, 0.622712964784576, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7995359896699963, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 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
4.891	1.0	20	4.9474	0.0046	0.0254	0.0704	[0.024187363738948475, 0.16416376944334038, 0.0647381730225545, 0.03634000299711365, 0.0, 0.005314493785397839, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005088979497668475, 0.0, 0.0, 0.0, 0.002815960720958149, 0.08204028426054413, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.12754115308859834, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan]	[0.04400713602296284, 0.29116082598894927, 0.07450774813696735, 0.08429428567110493, 0.0, 0.009519864187603057, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.009531961572981418, nan, 0.0, nan, 0.029736942432329393, 0.09595711194176668, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.15023121781715684, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
4.5492	2.0	40	4.7495	0.0189	0.0890	0.2302	[0.12462756129009017, 0.3978829042615255, 0.016434690221426, 0.10039489387227182, 0.10564817271002101, 2.7409876326638013e-05, 0.0006838974411912719, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0007060453467615165, 0.0, 0.0, 0.0, 0.0, 0.0008646325966488936, 0.2689913228605529, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.49634440063513585, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan]	[0.4137547839260086, 0.8152391673237835, 0.016707414621360363, 0.24283252981093295, 0.12126996767695696, 4.0613755066565945e-05, 0.0007283421284080914, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0007632708315331662, 0.0, nan, 0.0, nan, 0.006290507052992757, 0.41014164863269725, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7301496485804119, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
4.5521	3.0	60	4.5072	0.0376	0.1384	0.2859	[0.13911128044221424, 0.44626900756181176, 0.157819434711516, 0.16044540535778523, 0.37829203636991066, 0.008742984650753939, 0.054376268460487855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.00012975926242103465, 0.0, 0.0, 0.0, 0.024363052103485588, 0.24814640128289783, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.4102499243406343, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan]	[0.5331187210971137, 0.8146373132789622, 0.17098323835519863, 0.6605936494022701, 0.8473204665760997, 0.010502717060213954, 0.05854221635883905, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.00015789648638766081, nan, 0.0, nan, 0.07081585970263057, 0.6469112728703521, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4767338711793946, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.8217	4.0	80	4.3020	0.0548	0.1633	0.3578	[0.19134656693728727, 0.5025166756633244, 0.6339876382753764, 0.199677780922224, 0.2834972396603318, 0.011340395406156589, 0.33447748338411304, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.016315294749563582, 0.15834556569241345, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.2986357279911542, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan]	[0.6924832562589699, 0.8793366230972636, 0.6855824547290976, 0.6771351277827315, 0.9297559376024734, 0.014052359253031816, 0.35754727352682497, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.02316050324056424, 0.41914223883533347, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.3856009826101106, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.8991	5.0	100	4.1173	0.0614	0.1655	0.3473	[0.20461006789798616, 0.5039799426651824, 0.7399043093453518, 0.16574507820545417, 0.236484529613361, 0.0422240255490694, 0.47135920413722315, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0015157661023462352, 0.0, 0.0, 0.0, 0.0009119095385737735, 0.24106181234557472, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.09407324000164113, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan]	[0.6355196539626854, 0.8552763931110002, 0.819074561978317, 0.684729547961975, 0.9180212676254275, 0.052407989537896695, 0.49224934036939316, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.001770102715819566, nan, 0.0, nan, 0.0009531071292413268, 0.5614302577218179, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.10831806753344916, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.4768	6.0	120	4.0152	0.0554	0.1576	0.3426	[0.22527468198656567, 0.512340953864634, 0.7799315612435397, 0.15983846290320597, 0.2337615259576794, 0.0573658549037627, 0.1539293583494692, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005393457117595048, 0.16000621547936886, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.03687035020272132, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.712451164088662, 0.8485501168878573, 0.8477035778361255, 0.6876010700197984, 0.9515622804141097, 0.07301540885867225, 0.1584075417766051, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.005813953488372093, 0.5571021050560693, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04424894889062689, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.5641	7.0	140	3.8656	0.0539	0.1495	0.3392	[0.23866238429740494, 0.5423301812128158, 0.6520376175548589, 0.16882836303203766, 0.23905629988212745, 0.0742010258433616, 0.07386488566402814, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.10221099328636159, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.06656160805792183, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5521148939563069, 0.8859319403384315, 0.8817104198771687, 0.6908957637493011, 0.9334332693118471, 0.09776543119623754, 0.07386488566402814, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.42381467637222114, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.09511161967949694, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.6626	8.0	160	3.6815	0.0541	0.1496	0.3391	[0.23102979623191136, 0.5233513472787299, 0.711249445176058, 0.17787270214047723, 0.23177617698387662, 0.05659562594669289, 0.030741534740545296, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13260673459428285, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.015147133693106609, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.7208778504225801, 0.8516039688930622, 0.8762376908789357, 0.6894297761724122, 0.9378835433550382, 0.06919771588241505, 0.030741534740545296, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4410289199291757, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.019520977571084386, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.7468	9.0	180	3.7395	0.0640	0.1604	0.3623	[0.24077148651703972, 0.5737477965368796, 0.7180615895487191, 0.1961609578856175, 0.25636620727603104, 0.04439031180400891, 0.10651660070360598, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13827126373246734, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.15761803016752668, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.7111056848987403, 0.9168828418656361, 0.8462800356111515, 0.6878277691296265, 0.9385042394715886, 0.05180690596291152, 0.10651660070360598, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4921306315168208, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.2210977728553957, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.1967	10.0	200	3.6281	0.0697	0.1692	0.3784	[0.23180915034148517, 0.574025758973184, 0.7022844944100585, 0.14051028039080926, 0.36457117852975496, 0.034250019339367214, 0.0016731361263552403, 0.0, 0.0, 0.0026872498570611777, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14495245672342774, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5209795730263242, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6168473927603253, 0.8306756090289252, 0.9157986071882104, 0.701391932534345, 0.93671241860683, 0.043156176133732974, 0.0017177880386983289, nan, nan, 0.0026872498570611777, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.5555774149124533, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6408486559972285, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.1566	11.0	220	3.8054	0.0749	0.1713	0.3375	[0.19421561065608767, 0.4252199697850628, 0.5062159552784963, 0.16467682400206837, 0.40263469259444445, 0.04894529433111676, 0.023289468345528072, 0.0, 0.0, 0.30698645017437537, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.16626429073257967, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6840112355799725, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6913869398819965, 0.6109375827201017, 0.5757889361394438, 0.6786388985445917, 0.9524874689651942, 0.0777834637034871, 0.02366424802110818, nan, nan, 0.3070040022870212, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.6401731261066299, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7528672584023137, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
3.0807	12.0	240	3.4939	0.0865	0.1835	0.3805	[0.2143323747145, 0.5672948309160185, 0.7620331309805536, 0.16709044543305474, 0.2942868671169825, 0.03433445673894241, 0.18142814199437052, 0.0, 0.0, 0.5542096391737851, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13797934570665127, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.3732072610076307, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6785351219901132, 0.9052191333859027, 0.8367490814763263, 0.6783290764278266, 0.9224949641635827, 0.04675455483263072, 0.18247031662269128, nan, nan, 0.5545740423098914, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.46985048199881957, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4133208757407631, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
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3.4236	14.0	280	3.5354	0.1021	0.1982	0.3675	[0.18407396289848113, 0.35504435614761004, 0.8284947228199611, 0.17998180315690185, 0.4184593671845003, 0.04233771919157526, 0.2621136920124413, 0.0, 0.0, 0.5641406228525879, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3773042920489723, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6662398521549733, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.7639630840376336, 0.4815250312769058, 0.9134712286299197, 0.6517448274819774, 0.9444886869349323, 0.070700424819878, 0.27215259454705365, nan, nan, 0.586735277301315, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.6654042888058234, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7947646617291209, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
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2.5756	19.0	380	3.4749	0.1163	0.2155	0.3992	[0.20025056700227745, 0.5486162983475742, 0.8070171677500129, 0.19460426912514886, 0.32124920785804817, 0.021096525731796986, 0.8987516399096528, 0.0, 0.0, 0.6719136848140522, nan, 0.0, 0.0, 0.0, 0.01355494150479097, 0.0, 0.0, 0.0, 0.0, 0.0, 0.29950986885680225, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.44257600510769346, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6340246770849944, 0.839056983875327, 0.8505958541027391, 0.6581301857421373, 0.9498875720241721, 0.03332764740762401, 0.9131898636763413, nan, nan, 0.73704974271012, nan, 0.0, 0.0, 0.0, 0.014199717733805697, 0.0, nan, 0.0, nan, 0.0, 0.5560200668896321, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4948428716150604, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.3829	20.0	400	3.4541	0.1184	0.2274	0.3961	[0.23101834784334854, 0.4724549792090804, 0.7793240723280324, 0.16976028596904655, 0.4177389041491976, 0.05686391028120875, 0.7918975621992657, 0.0, 0.0, 0.7119648462021343, nan, 0.0, 0.0, 0.0, 0.0025354046141562426, 0.0, 0.0, 0.0, 0.0, 0.0, 0.19777745206465108, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6679108632400428, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6089339818210812, 0.6698997745833694, 0.8404502912612584, 0.6445282391524476, 0.9475101887853095, 0.11581418394781945, 0.9544167766051012, nan, nan, 0.8105774728416237, nan, 0.0, 0.0, 0.0, 0.002606641896367983, 0.0, nan, 0.0, nan, 0.0, 0.7300314774739327, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7241658049581918, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.344	21.0	420	3.4330	0.1092	0.2089	0.3770	[0.21576935396270558, 0.5533096259392261, 0.797950656167979, 0.17785718462579464, 0.3285285870231269, 0.0361096199766766, 0.8169827877151535, 0.0, 0.0, 0.624385031499744, nan, 0.0, 0.0, 0.0, 0.022552667694789117, 0.0, 0.0, 0.0, 0.0, 0.0, 0.28774181237029794, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.29029304955643, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6176746132993143, 0.7946813935150226, 0.8586987468309238, 0.6435458763431923, 0.9481074624068956, 0.06338182615688281, 0.8316567722075637, nan, nan, 0.8018296169239566, nan, 0.0, 0.0, 0.0, 0.022955730291771077, 0.0, nan, 0.0, nan, 0.0, 0.5933012000786937, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.3012655304362432, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.3151	22.0	440	3.3985	0.1075	0.2153	0.3840	[0.21691310706643793, 0.5694534584520001, 0.6706321822893195, 0.17998809619289233, 0.2815267333207138, 0.043476929671473624, 0.9086277579504597, 0.0, 0.0, 0.546533677184466, nan, 0.0, 0.0, 0.0, 0.027217255569745993, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3155081519086205, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.32639989884350895, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.529924453835114, 0.8312356676539674, 0.8608182430325516, 0.6444148895975336, 0.9579683327868085, 0.06920583863342837, 0.9411554529463501, nan, nan, 0.8239565465980561, nan, 0.0, 0.0, 0.0, 0.027621763299634207, 0.0, nan, 0.0, nan, 0.0, 0.6357957898878615, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.35228567079411904, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.5617	23.0	460	3.3389	0.1162	0.2199	0.4075	[0.2303508380718772, 0.5260143321132134, 0.770340296621967, 0.18188436558135587, 0.39942117304174585, 0.05610954696698234, 0.892929850138566, 0.0, 0.0, 0.5768117778763492, nan, 0.0, 0.0, 0.0, 0.02070271407532085, 0.0, 0.0, 0.0, 0.0, 0.0, 0.22771826791844163, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5349131429127536, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.617729429118163, 0.8528856950996263, 0.8377523398063079, 0.6475508939501564, 0.9180446901203916, 0.08903347385692587, 0.9342705584872472, nan, nan, 0.780674671240709, nan, 0.0, 0.0, 0.0, 0.021256372591376478, 0.0, nan, 0.0, nan, 0.0, 0.5416092858548102, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5770209906935485, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.1818	24.0	480	3.3950	0.1122	0.2235	0.3969	[0.2210184553965973, 0.5050926507861762, 0.8022411144115539, 0.18428008286629044, 0.3512189396442296, 0.050577789106975954, 0.897487154030884, 0.0, 0.0, 0.4789700969608083, nan, 0.0, 0.0, 0.0, 0.02049123965123635, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3683404940923738, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.4955620915374127, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6737113299314303, 0.7501609123661501, 0.884887404588777, 0.6432813940483927, 0.9461868178198342, 0.0773610806507948, 0.9193051890941073, nan, nan, 0.8402515723270441, nan, 0.0, 0.0, 0.0, 0.021457991301592788, 0.0, nan, 0.0, nan, 0.0, 0.6746507967735589, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.49791877719630684, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.2623	25.0	500	3.3180	0.1164	0.2259	0.4170	[0.2282295895445365, 0.5113128836848646, 0.6854427847662072, 0.18815217079114407, 0.39536157961326573, 0.06643817982879578, 0.9083441248413975, 0.0, 0.0, 0.45671918147137225, nan, 0.0, 0.0, 0.0, 0.019680888451535813, 0.0, 0.0, 0.0, 0.0, 0.0, 0.26592963860044605, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6966255794731735, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.561991707861585, 0.841506195474392, 0.8749316473772929, 0.6435383197061979, 0.9295451351477959, 0.10061651680191047, 0.9542930958663148, nan, nan, 0.8179817038307604, nan, 0.0, 0.0, 0.0, 0.020161871021630806, 0.0, nan, 0.0, nan, 0.0, 0.5453964194373402, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7122611055413541, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.8252	26.0	520	3.2752	0.1181	0.2293	0.4230	[0.23178046640438404, 0.5062953715765939, 0.6591172311868068, 0.18009993528160906, 0.43548976001593254, 0.0685813226935672, 0.9053266804252985, 0.0, 0.0, 0.4410814304179233, nan, 0.0, 0.0, 0.0, 0.053070022946943886, 0.0, 0.0, 0.0, 0.0, 0.0, 0.18441253044427647, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8225392062154441, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5305025115611545, 0.8435820346567621, 0.8384302170562955, 0.6476869134160533, 0.9219094017894787, 0.11839721877005305, 0.9524791116974495, nan, nan, 0.8194682675814752, nan, 0.0, 0.0, 0.0, 0.054955499870387975, 0.0, nan, 0.0, nan, 0.0, 0.5399862286051544, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8402366242723593, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.3062	27.0	540	3.2598	0.1198	0.2244	0.4189	[0.21508680044255887, 0.49804152042911065, 0.7485757067417215, 0.2158032840238191, 0.4634298014828988, 0.046382539324782604, 0.8073761879188363, 0.0, 0.0, 0.5587955946246337, nan, 0.0, 0.0, 0.0, 0.011024046023266688, 0.0, 0.0, 0.0, 0.0, 0.0, 0.29936930623686053, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6885795878463558, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6732877531494179, 0.8382405800089721, 0.8449694729278422, 0.6413695648888419, 0.9076685248512671, 0.07187822371680841, 0.9503490545294635, nan, nan, 0.7905088622069754, nan, 0.0, 0.0, 0.0, 0.01120423975344912, 0.0, nan, 0.0, nan, 0.0, 0.5252803462522133, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7024297554497594, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.8991	28.0	560	3.3240	0.1091	0.2196	0.3893	[0.22611724819492363, 0.5166300770489228, 0.7160648965634288, 0.2013978680850963, 0.35384231777041897, 0.04217368383867479, 0.8969093388918912, 0.0, 0.0, 0.49687600535058163, nan, 0.0, 0.0, 0.0, 0.010359984735629584, 0.0, 0.0, 0.0, 0.0, 0.0, 0.27863996393843776, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.40502411068191574, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6407819725721575, 0.7514370658500771, 0.8961627628469037, 0.6414753578067617, 0.9472993863306319, 0.06303254786331035, 0.9579210642040458, nan, nan, 0.8389079473985135, nan, 0.0, 0.0, 0.0, 0.01055617961346813, 0.0, nan, 0.0, nan, 0.0, 0.6384517017509345, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4210368846220468, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.8309	29.0	580	3.2645	0.1170	0.2234	0.4110	[0.2531158279807733, 0.518578306826317, 0.7370145622009748, 0.17167057127410343, 0.4519757280144006, 0.0650204787245284, 0.9264705882352942, 0.0, 0.0, 0.4474756281207894, nan, 0.0, 0.0, 0.0, 0.00343012348444544, 0.0, 0.0, 0.0, 0.0, 0.0, 0.25955775986774127, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6126038643032234, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5930573273800032, 0.823492369549529, 0.8924751106069713, 0.6478607160669215, 0.9115683702628004, 0.12495227883779679, 0.9523416886543535, nan, nan, 0.8070040022870212, nan, 0.0, 0.0, 0.0, 0.0035283274287853912, 0.0, nan, 0.0, nan, 0.0, 0.5559708833366123, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6126038643032234, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.992	30.0	600	3.3789	0.1045	0.2124	0.3788	[0.2312877350016793, 0.5344400727515682, 0.7247051846958767, 0.18470551622528014, 0.2815685129776935, 0.06123772182401111, 0.9287744322599673, 0.0, 0.0, 0.4395254008645798, nan, 0.0, 0.0, 0.0, 0.014283077534678347, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3138911411607773, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.25579356789300467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5902567373624621, 0.8023801098383632, 0.8726042688190022, 0.641346894977859, 0.9489038272356771, 0.0974323984046917, 0.9520805848724714, nan, nan, 0.8196683819325329, nan, 0.0, 0.0, 0.0, 0.014487744462686138, 0.0, nan, 0.0, nan, 0.0, 0.5902518197914617, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.25579356789300467, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.7357	31.0	620	3.2390	0.1271	0.2368	0.4321	[0.25440306717060046, 0.5647957386189572, 0.741886922546541, 0.17693211640035877, 0.48506944234684324, 0.05157919757068916, 0.8066495105923441, 0.0, 0.0, 0.5028213166144201, nan, 0.0, 0.0, 0.0, 0.031297793314398074, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3416863053155276, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.873923786040801, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5819695822037952, 0.8219125026818728, 0.8752615476389536, 0.6439690480148714, 0.9403546165737574, 0.08636921152455913, 0.9649021547933158, nan, nan, 0.8483133218982276, nan, 0.0, 0.0, 0.0, 0.03300786312969844, 0.0, nan, 0.0, nan, 0.0, 0.6417961833562856, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9041535223318093, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.7793	32.0	640	3.3145	0.1147	0.2245	0.3965	[0.22272081142861003, 0.5376374266326036, 0.7861582671882319, 0.20379904604395868, 0.35146677687942895, 0.03310143568097136, 0.9199973626953254, 0.0, 0.0, 0.4405628123082318, nan, 0.0, 0.0, 0.0, 0.037790216731925216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.34680268723563074, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.4788132047446706, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.657421065220858, 0.7845808337350337, 0.8419371020295645, 0.6425181737119712, 0.9560828219421933, 0.051595714436565375, 0.9587730870712401, nan, nan, 0.8620068610634648, nan, 0.0, 0.0, 0.0, 0.03947406319306432, 0.0, nan, 0.0, nan, 0.0, 0.6855203619909502, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.4805498837349682, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.9864	33.0	660	3.2053	0.1328	0.2385	0.4352	[0.22426000759852174, 0.5674209289092988, 0.7969320148823144, 0.19742652019560494, 0.5046044879348327, 0.02916021104643859, 0.9095200219060907, 0.0, 0.0, 0.40883468834688347, nan, 0.0, 0.0, 0.0, 0.00043458775277389216, 0.0, 0.0, 0.0, 0.0, 0.0, 0.46724210662945775, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.9390944394211018, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5824130920108436, 0.8252505635415767, 0.9050700699117403, 0.6412788852449106, 0.9227877453506348, 0.04525184589516777, 0.9585532102022867, nan, nan, 0.8625500285877644, nan, 0.0, 0.0, 0.0, 0.00046084276620870417, 0.0, nan, 0.0, nan, 0.0, 0.7081939799331104, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9431167426894752, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.0793	34.0	680	3.2505	0.1301	0.2344	0.4253	[0.2179250208855472, 0.5504574021047934, 0.757137292490032, 0.2069161631530082, 0.47782386918615166, 0.032417448107638615, 0.9137725804130858, 0.0, 0.0, 0.4149170335252286, nan, 0.0, 0.0, 0.0, 0.01745382585751979, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4541177234083977, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.9005923268643176, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6239584994418753, 0.8248939092927936, 0.7817867940473339, 0.6433267338703583, 0.9281046517074999, 0.05062910706598111, 0.9599961521547933, nan, nan, 0.8406518010291595, nan, 0.0, 0.0, 0.0, 0.01905296811544111, 0.0, nan, 0.0, nan, 0.0, 0.6883238245130828, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9066100476082997, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.6533	35.0	700	3.3026	0.1239	0.2253	0.3988	[0.22385881541942132, 0.5422924700629186, 0.800951066891142, 0.19551704435495018, 0.4096064211501187, 0.040736417868757605, 0.9091697854210642, 0.0, 0.0, 0.42765567765567764, nan, 0.0, 0.0, 0.0, 0.015504746924330093, 0.0, 0.0, 0.0, 0.0, 0.0, 0.577238452346615, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5652737608457166, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.608465555732738, 0.774260151410874, 0.8578446214959395, 0.6412788852449106, 0.9478732374572539, 0.06633850752572881, 0.9648059586631487, nan, nan, 0.8544311034877072, nan, 0.0, 0.0, 0.0, 0.015899075434200292, 0.0, nan, 0.0, nan, 0.0, 0.689012394255361, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5652737608457166, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.1814	36.0	720	3.2419	0.1263	0.2318	0.4187	[0.21407400770540275, 0.5653274502053318, 0.7976949025487257, 0.2190646070606214, 0.42204604910560306, 0.03418060615900333, 0.9005738843996088, 0.0, 0.0, 0.40761380513127954, nan, 0.0, 0.0, 0.0, 0.037137935178879054, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4582608992057811, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7449586180574799, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5953197257215755, 0.808961495272938, 0.8848512511354444, 0.6412788852449106, 0.9314540684873753, 0.058142651753295804, 0.9618101363236587, nan, nan, 0.8552315608919383, nan, 0.0, 0.0, 0.0, 0.040050116650825196, 0.0, nan, 0.0, nan, 0.0, 0.6612236867991343, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7479069669786313, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.5975	37.0	740	3.2304	0.1332	0.2371	0.4284	[0.2125380841724761, 0.5464970884866449, 0.8104551262824438, 0.21108967747054388, 0.46024708665556824, 0.017005781578361207, 0.9098245431353152, 0.0, 0.0, 0.4047998461411655, nan, 0.0, 0.0, 0.0, 0.07256335408540208, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5399273005548115, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8749129448973928, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6153025833200446, 0.7952303066947903, 0.891413102915324, 0.6433342905073526, 0.9227526116081886, 0.02852710155875592, 0.9605870712401056, nan, nan, 0.8423956546598056, nan, 0.0, 0.0, 0.0, 0.08090670814251563, 0.0, nan, 0.0, nan, 0.0, 0.6940291166633877, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8770162666064782, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.6611	38.0	760	3.2088	0.1353	0.2372	0.4277	[0.21700874098471884, 0.5669435087809519, 0.7716808913276435, 0.19226950226571105, 0.4800950216397882, 0.03635858871203413, 0.9021164703152793, 0.0, 0.0, 0.39577791239760846, nan, 0.0, 0.0, 0.0, 0.061716229532538705, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5932811898961405, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.9244753270383035, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5036527268378249, 0.7986742492846017, 0.9177282977598417, 0.6438254719119803, 0.9301658312643463, 0.060636336314382956, 0.9617963940193491, nan, nan, 0.8591480846197828, nan, 0.0, 0.0, 0.0, 0.0658429102220686, 0.0, nan, 0.0, nan, 0.0, 0.6827168994688176, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9281098927632235, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.9762	39.0	780	3.1755	0.1321	0.2352	0.4310	[0.223072431082741, 0.5688620196937222, 0.8433919676547557, 0.20833557473653325, 0.4432905971020942, 0.027932226313021263, 0.9168266827998001, 0.0, 0.0, 0.40809544563085637, nan, 0.0, 0.0, 0.0, 0.011542100283822139, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5318375273749019, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8356211825451798, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6624541540424175, 0.8164428754134263, 0.8898991770570185, 0.6438481418229631, 0.9333512905794725, 0.04831412302718685, 0.9579760334212841, nan, nan, 0.8566037735849057, nan, 0.0, 0.0, 0.0, 0.012298741323194792, 0.0, nan, 0.0, nan, 0.0, 0.6330415109187487, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8358799661965325, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.7469	40.0	800	3.1768	0.1351	0.2379	0.4300	[0.2334581560162901, 0.5743166246957696, 0.7216581459368632, 0.20160326710628743, 0.4731674616169526, 0.03319404005813106, 0.9018428560413293, 0.0, 0.0, 0.41478297422268023, nan, 0.0, 0.0, 0.0, 0.052963170942160985, 0.0, 0.0, 0.0, 0.0, 0.0, 0.59894913458142, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.9279366762373171, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5464788311274119, 0.7962333967694927, 0.912219415308276, 0.6438632550969516, 0.9340773879233616, 0.05361827943888036, 0.9643799472295514, nan, nan, 0.8744711263579188, nan, 0.0, 0.0, 0.0, 0.055689968029033095, 0.0, nan, 0.0, nan, 0.0, 0.6671748967145387, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9279366762373171, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.9068	41.0	820	3.2244	0.1325	0.2339	0.4239	[0.21458822630181915, 0.5577441338186324, 0.8451891491624225, 0.22359906411053612, 0.4186719360130825, 0.02433046028971531, 0.9142913231252454, 0.0, 0.0, 0.40097740746675214, nan, 0.0, 0.0, 0.0, 0.04993983948380955, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5757177295638835, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8097994049836554, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.615576662414288, 0.8027116868352787, 0.8871967064204014, 0.6412788852449106, 0.9354710263737294, 0.03934660590848909, 0.9600511213720316, nan, nan, 0.8584905660377359, nan, 0.0, 0.0, 0.0, 0.05439384774907111, 0.0, nan, 0.0, nan, 0.0, 0.6460259689159945, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8100969487646512, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.776	42.0	840	3.1907	0.1309	0.2346	0.4331	[0.22651550705582682, 0.5506689512808488, 0.765441236306426, 0.22478240370403726, 0.4504349620052952, 0.026541688183882063, 0.9025046574208239, 0.0, 0.0, 0.39146078837896764, nan, 0.0, 0.0, 0.0, 0.0488441511504946, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5176636834667923, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8687714878093589, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6301576702280338, 0.8310016133032034, 0.8926694354186344, 0.6412788852449106, 0.9205040520916288, 0.04425274752053025, 0.9586631486367634, nan, nan, 0.8366495140080046, nan, 0.0, 0.0, 0.0, 0.0525504766842363, 0.0, nan, 0.0, nan, 0.0, 0.5945799724572103, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8687806081474755, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.8984	43.0	860	3.1816	0.1384	0.2382	0.4323	[0.22788525946648805, 0.5629986363422624, 0.7739591348208943, 0.20712833038164374, 0.46555097477464885, 0.03189621537261022, 0.888850863183512, 0.0, 0.0, 0.4087266732429766, nan, 0.0, 0.0, 0.0, 0.04694527859006806, 0.0, nan, 0.0, 0.0, 0.0, 0.5750604281767956, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.9319231092084278, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5764132514750439, 0.8006609249047761, 0.9000673358068321, 0.6433947436033067, 0.9363142361924393, 0.058435070789775084, 0.9636790897097626, nan, nan, 0.8646941109205261, nan, 0.0, 0.0, 0.0, 0.05155678446959878, 0.0, nan, 0.0, nan, 0.0, 0.65527247688373, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9323878160545475, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.504	44.0	880	3.2069	0.1334	0.2342	0.4242	[0.21064409638306406, 0.5597251625729397, 0.8022601880620752, 0.2000478959811985, 0.4296942238677514, 0.03285552086290094, 0.9111122709953546, 0.0, 0.0, 0.4104417447388174, nan, 0.0, 0.0, 0.0, 0.10876163496560097, 0.0, 0.0, 0.0, 0.0, 0.0, 0.54348478997726, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8610202198170988, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5103452399936215, 0.8221381979486808, 0.8844987549654508, 0.6438632550969516, 0.9296739588700988, 0.0564125057874601, 0.9595426561125769, nan, nan, 0.8441395082904517, nan, 0.0, 0.0, 0.0, 0.12385149341858924, 0.0, nan, 0.0, nan, 0.0, 0.6230080661026952, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8618834410250219, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.5104	45.0	900	3.1914	0.1353	0.2353	0.4288	[0.20801604675765414, 0.5592936073216008, 0.8500119552222585, 0.22430650085241916, 0.4459038240010842, 0.02321248350283363, 0.9097398021765796, 0.0, 0.0, 0.3957482697224862, nan, 0.0, 0.0, 0.0, 0.0915657322556077, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5683129055515501, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8642398174617745, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5937898660500718, 0.8176800198388926, 0.8836084761771339, 0.6412788852449106, 0.9247903686700707, 0.038859240847690296, 0.9580722295514512, nan, nan, 0.8451114922813036, nan, 0.0, 0.0, 0.0, 0.10734756185374003, 0.0, nan, 0.0, nan, 0.0, 0.6203029706866025, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8648386199366972, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
2.1051	46.0	920	3.1576	0.1313	0.2358	0.4312	[0.2172020087256044, 0.5573826010588531, 0.7879493678894983, 0.23805623269552825, 0.45538869512581787, 0.022801613110570444, 0.8807856791431707, 0.0, 0.0, 0.3886508791757563, nan, 0.0, 0.0, 0.0, 0.06113372531282979, 0.0, 0.0, 0.0, 0.0, 0.0, 0.48994169659060194, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8914251530941548, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6011252192632754, 0.8116977020878205, 0.9004876197018244, 0.6412788852449106, 0.925118283599569, 0.03889985460275686, 0.959473944591029, nan, nan, 0.8454545454545455, nan, 0.0, 0.0, 0.0, 0.07007690313661108, 0.0, nan, 0.0, nan, 0.0, 0.6240901042691324, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8916871814521844, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.4532	47.0	940	3.1460	0.1300	0.2348	0.4265	[0.2214450287175756, 0.5572135850453451, 0.8422500829300241, 0.21254065748060083, 0.42425625404642375, 0.03157980118424254, 0.8897939991612551, 0.0, 0.0, 0.3984132459468782, nan, 0.0, 0.0, 0.0, 0.056277212047065595, 0.0, 0.0, 0.0, 0.0, 0.0, 0.477008685190059, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8306655964241308, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.6006069606123425, 0.8053141483068675, 0.8950013331585916, 0.641430017984796, 0.9362673912025109, 0.056924239101298825, 0.9621949208443272, nan, nan, 0.8584905660377359, nan, 0.0, 0.0, 0.0, 0.06757107059535125, 0.0, nan, 0.0, nan, 0.0, 0.6239917371630926, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8310928912987565, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.4026	48.0	960	3.1488	0.1324	0.2349	0.4282	[0.22014090719343432, 0.5675525213726254, 0.7892808479624818, 0.21346024136262315, 0.4472028923090872, 0.030869074749836727, 0.8905485941320294, 0.0, 0.0, 0.3923270572192794, nan, 0.0, 0.0, 0.0, 0.05784060041967585, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5539198756691418, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8697198801660048, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5571230664965715, 0.8209428489429939, 0.9005147347918239, 0.6433116205963698, 0.9242165175434487, 0.054901674098983846, 0.9610405672823219, nan, nan, 0.8554030874785592, nan, 0.0, 0.0, 0.0, 0.06470520464299087, 0.0, nan, 0.0, nan, 0.0, 0.631074168797954, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8701033525271241, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.8242	49.0	980	3.1640	0.1328	0.2361	0.4299	[0.22131253285375674, 0.5697434900893898, 0.7924987357196045, 0.21230379974698355, 0.4575545239047404, 0.025656680524225872, 0.8851194090265129, 0.0, 0.0, 0.397265174702866, nan, 0.0, 0.0, 0.0, 0.055206031457168854, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5417714215059968, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8897775215534184, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5727655078934779, 0.8169332750055031, 0.8994120544651775, 0.641679387005607, 0.924556143720429, 0.044715744328289106, 0.961604001759015, nan, nan, 0.8571183533447685, nan, 0.0, 0.0, 0.0, 0.061162475877761455, 0.0, nan, 0.0, nan, 0.0, 0.6465178044461932, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8911412869462976, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]
1.7663	50.0	1000	3.1757	0.1304	0.2321	0.4229	[0.22150017755715537, 0.5590869674464826, 0.8364981896677761, 0.21143228725471633, 0.4199449932704533, 0.028304212146720555, 0.8896023646625641, 0.0, 0.0, 0.39826663958291014, nan, 0.0, 0.0, 0.0, 0.06262780865397885, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5293724129280428, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7992381312177308, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]	[0.5812470100462446, 0.8245734777411526, 0.8791209287822161, 0.6412788852449106, 0.9244858762355366, 0.04943506266702407, 0.9595426561125769, nan, nan, 0.8407661520869067, nan, 0.0, 0.0, 0.0, 0.07189147152855785, 0.0, nan, 0.0, nan, 0.0, 0.622712964784576, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7995359896699963, nan, nan, 0.0, nan, 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, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 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, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan]

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

jackie68/semantic_segmentation

semantic_segmentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jackie68/
semantic_segmentation