segformer-b0-scene-parse-150

cotysong113/segformer-b0-scene-parse-150

segformer-b0-scene-parse-150 is a machine learning model from cotysong113. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.

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

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At a glance

Library: transformers
License: other
Model type: segformer
Access: Public
Created: Nov 13, 2024
Updated: Nov 13, 2024
SHA: 71f7976a

Base models

nvidia/mit-b0

Datasets

scene_parse_150

Model card

From the Hugging Face model README

segformer-b0-scene-parse-150

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

Loss: 2.6888
Mean Iou: 0.0707
Mean Accuracy: 0.1197
Overall Accuracy: 0.4906
Per Category Iou: [0.4415036020019309, 0.8523328409339264, 0.8177294034546972, 0.37529152669357374, 0.0, 0.3154792713672716, 0.05970276977493796, 0.01978970408954893, 0.07565132680664692, 0.0, 0.0, 0.0, 0.0, nan, 0.022858017135862913, 0.011225201550764839, nan, 0.10394415357766143, 1.7838667094794678e-05, 0.16320877381423485, 0.6260946260946261, nan, 0.0, 0.14388990770070173, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
Per Category Accuracy: [0.8267252999175692, 0.8635981633801915, 0.9887417989828797, 0.9322714395602334, nan, 0.4900028526231166, 0.0600910121875942, 0.019810149841560404, 0.11533410251374705, 0.0, nan, 0.0, 0.0, nan, 0.24348109517601044, 0.011353382225066037, nan, 0.10738497043127074, 1.7838667094794678e-05, 0.29308528863114347, 0.6652386371243055, nan, 0.0, 0.48672203424587307, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Per Category Iou	Per Category Accuracy
4.9131	1.0	20	4.9586	0.0057	0.0248	0.1072	[0.16271142875502467, 0.0631424958599855, 0.03674322786950773, 0.32088450014769804, 0.0, 0.014728138496179544, 0.0004536969822669294, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.032272752170459836, 0.0, 0.007284708509877251, 0.0, 0.07622521237572204, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0031753348185705873, 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, 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, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 4.23570273838182e-05, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 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, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]	[0.20155946522512833, 0.0636814035574504, 0.06958732870064832, 0.3423875724658074, nan, 0.015520863048157465, 0.0005024332122708546, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.15466522288395596, nan, 0.18065772392903506, 0.0, 0.23126023120947173, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.003376630449582006, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0022417336073229962, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
4.6679	2.0	40	4.7798	0.0149	0.0684	0.2795	[0.41526403570202886, 0.14449589078692573, 0.17848105034386258, 0.3940437987677969, 0.0, 0.22606797630183972, 0.0, 0.0, 0.001112802417029913, 0.0, 0.0, 0.0, 0.002268233104571362, 0.0, 0.0, 0.1116395752431355, 0.0, 0.019478230213291026, 0.0, 0.08864065317991807, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.004505011825656042, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.004554212646698196, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, 0.000126098104325165, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0006387735547748323, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan]	[0.5800446471214635, 0.1516998871455289, 0.6982025699755425, 0.7132399016903999, nan, 0.33842483338087703, 0.0, 0.0, 0.0011844560094265515, 0.0, nan, 0.0, 0.0031097998564707757, nan, 0.0, 0.26649275647651394, nan, 0.20719746141641426, 0.0, 0.402281639023895, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.008168822328114363, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.11657014758079581, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0028735632183908046, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0006563833278634722, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
4.2143	3.0	60	4.4674	0.0266	0.0795	0.3264	[0.40699175360204165, 0.24717396739971662, 0.5808947700063012, 0.3143815645901191, 0.0, 0.2822031097893167, 0.0, 2.7719643525384263e-05, 0.011830112198508498, 0.0, 0.0, 0.0, 0.0, 0.0, 0.034489593657086225, 0.08695104859893084, 0.0, 0.015396089712854936, 0.00030248033877797946, 0.1023186984622242, 0.0030932390631904553, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0022515446643627604, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.011604326273095988, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan]	[0.6330286102433658, 0.27692566278657166, 0.8947164097985171, 0.725419785745108, nan, 0.40971447835896374, 0.0, 2.7735596558012466e-05, 0.012967645326001571, 0.0, nan, 0.0, 0.0, nan, 0.056714471968709254, 0.16998900756345262, nan, 0.08336939275926727, 0.0003032573406115095, 0.7282463865588874, 0.003280005355110784, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.00292716133424098, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.05772464038856716, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
3.9013	4.0	80	4.2891	0.0286	0.0787	0.3321	[0.4317680732341701, 0.20177274765274097, 0.5845836505169069, 0.27795719583302836, 0.0, 0.28061718768460103, 0.0, 0.0, 0.02157439744750571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.014417344173441735, 0.01803661947212026, 0.0, 0.010614812350681948, 0.0, 0.11278714853971505, 0.0, 0.0, 0.0, 0.020108683190791735, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.7132572233169768, 0.20290860388614237, 0.924181839357118, 0.6840059285942103, nan, 0.46196934726796507, 0.0, 0.0, 0.024566722309505105, 0.0, nan, 0.0, 0.0, nan, 0.08670143415906127, 0.02708733244737576, nan, 0.02531371700562527, 0.0, 0.841237008743322, 0.0, nan, 0.0, 0.02248026248333846, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
3.7138	5.0	100	3.9207	0.0334	0.0754	0.3866	[0.39533436673600314, 0.41913782145680584, 0.6296196211653284, 0.2657397735123425, 0.0, 0.18049224398470504, 0.0, 0.00025655426816161535, 0.005437715811159795, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0510938602681722, 0.033338780846543556, nan, 0.00503490101842316, 0.0, 0.12880259388864115, 0.02004239737907111, nan, 0.0, 0.002835672763363108, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8946034295498848, 0.4328329140198336, 0.9497457199425443, 0.6595936286373614, nan, 0.2803220870828039, 0.0, 0.00025655426816161535, 0.005750441869599372, 0.0, nan, 0.0, 0.0, nan, 0.11799217731421122, 0.04016340995225673, nan, 0.006346458964373287, 0.0, 0.4325216045074426, 0.02088493205703193, nan, 0.0, 0.0030759766225776685, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
3.8038	6.0	120	3.8465	0.0430	0.0887	0.4111	[0.4311648697791428, 0.5470893990025003, 0.6223746987359206, 0.30599206953086194, 0.0, 0.2683889644282644, 0.0, 0.0, 0.026833528695212484, 0.0, 0.0, 0.0, 0.0, nan, 0.035525950596724955, 0.009893983126110124, nan, 0.009826103820544314, 0.0, 0.13802782708968697, 0.013595468177274242, nan, 0.0, 0.044167283360106856, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.796126809145938, 0.5551639591376104, 0.9824527349664195, 0.7997598544117371, nan, 0.4760509322891004, 0.0, 0.0, 0.028660153181461114, 0.0, nan, 0.0, 0.0, nan, 0.20860495436766624, 0.011697921281029023, nan, 0.010962065483917496, 0.0, 0.5771988376077053, 0.01365553249882857, nan, 0.0, 0.06272428996206296, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
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2.7632	13.0	260	3.2921	0.0566	0.0950	0.4933	[0.45374307765130434, 0.9140189323201752, 0.7703570511173902, 0.35197655987319276, 0.0, 0.3256447923289994, 0.0, 0.0, 0.035187999587553066, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.012644649590430374, nan, 0.04832688053097345, 0.0, 0.15432423655360084, 0.0, nan, 0.0, 0.046818482055798444, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8291681554936833, 0.9467102788279143, 0.9896152800962771, 0.9623571790397929, nan, 0.5777469463966184, 0.0, 0.0, 0.04816992340926944, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.01276435169234303, nan, 0.05041107745564691, 0.0, 0.3497582579343426, 0.0, nan, 0.0, 0.07630985337844766, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
2.3914	14.0	280	3.0655	0.0566	0.0966	0.4991	[0.4833272268318998, 0.9348234618993582, 0.8396808845192578, 0.3804221830476407, 0.0, 0.20643729916163275, 0.0, 0.0, 0.06553343015541391, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0008320146173548461, nan, 0.0, 0.0, 0.18130391915208283, 0.0, nan, 0.0, 0.0794419784400761, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8447150473535436, 0.9648470328345148, 0.9847237858612524, 0.9174311926605505, nan, 0.4090013225798086, 0.0, 0.0, 0.08335379025923016, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0008367377073386819, nan, 0.0, 0.0, 0.5600421303757471, 0.0, nan, 0.0, 0.1605659796985543, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
2.4261	15.0	300	3.0392	0.0577	0.0962	0.5005	[0.47085044358449407, 0.9330988271258666, 0.8304537222847633, 0.33969243108192604, 0.0, 0.30382420945822314, 0.0, 0.0, 0.041234662977699815, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0019141417446502192, nan, 0.025432784783073308, 0.0, 0.1833817870642706, 0.0, nan, 0.0, 0.10387086903304774, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8445593838555726, 0.9674509563282544, 0.9880236034007531, 0.9662557925742481, nan, 0.4736651020461088, 0.0, 0.0, 0.05323301256873527, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0019195747403652115, nan, 0.02574643011683254, 0.0, 0.4106315749400404, 0.0, nan, 0.0, 0.1740233774223316, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
2.1981	16.0	320	2.9758	0.0571	0.0942	0.4974	[0.4436648002664696, 0.9050742369801347, 0.81343889888965, 0.35645824620103167, 0.0, 0.31902305067820586, 0.0, 0.0, 0.019509030061176102, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.029220936035934505, nan, 0.06380559897683671, 0.0, 0.15142868761352238, 0.0, nan, 0.0, 0.09493557087204076, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8929778073381188, 0.9354728548979641, 0.9911487247175744, 0.9210333764844937, nan, 0.49709551100853194, 0.0, 0.0, 0.02454217399842891, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.02977801840822956, nan, 0.06476272897735467, 0.0, 0.2835298148547644, 0.0, nan, 0.0, 0.16241156567210088, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
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1.8752	19.0	380	2.9001	0.0582	0.0968	0.4977	[0.4476062803762025, 0.9134892305458995, 0.7895694547248951, 0.3586997837939748, 0.0, 0.3196953968334628, 0.0, 0.0011163577614600017, 0.013446442860953397, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.018411405295315684, nan, 0.0044522968197879854, 0.0, 0.1440368773395247, 0.1662774404483886, nan, 0.0, 0.08006706185258368, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8989354739422842, 0.9401711225951725, 0.9938662215148104, 0.8852329224592409, nan, 0.5710303156038484, 0.0, 0.0011163577614600017, 0.01732497054202671, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.018539482535151187, nan, 0.004543487667676331, 0.0, 0.27002779082014644, 0.1668117009170627, nan, 0.0, 0.1713831641546191, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.9706	20.0	400	2.9164	0.0570	0.0945	0.4617	[0.41192949445104565, 0.8186922258385952, 0.8058618459451359, 0.31431360585723, 0.0, 0.2881009691518338, 0.0, 0.0, 0.040062278241343834, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0013204655863845326, nan, 0.02527646129541864, 0.0, 0.167104731095835, 0.22849960306959513, nan, 0.0, 0.08978010365822976, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.865894127594539, 0.839538550607093, 0.9916145813113864, 0.7248832104463331, nan, 0.4717979305515936, 0.0, 0.0, 0.06284981343283583, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0013289363587143772, nan, 0.02538583585749315, 0.0, 0.3775744578252097, 0.23120690809291117, nan, 0.0, 0.22867322875012816, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
3.0155	21.0	420	2.7949	0.0629	0.1026	0.5056	[0.4689483703501423, 0.9497448689154082, 0.8794449867521964, 0.36239184204567926, 0.0, 0.28315469781941477, 0.0, 0.006961634736061129, 0.05828651372508833, 0.0, 0.0, 0.0, 0.0, nan, 0.021535845848682348, 0.0011470332803513198, nan, 0.014865350089766607, 0.0, 0.21664781800719468, 0.16560467277313157, nan, 0.0, 0.09334678592910223, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.841435500475835, 0.9792619904540592, 0.9793082029581893, 0.948894016997805, nan, 0.4569642903451674, 0.0, 0.006961634736061129, 0.08028525137470542, 0.0, nan, 0.0, 0.0, nan, 0.024771838331160364, 0.0011484635198766222, nan, 0.0149286023366508, 0.0, 0.48376330850348337, 0.16701251757145727, nan, 0.0, 0.24664205885368604, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.2029	22.0	440	2.8567	0.0609	0.1001	0.4943	[0.46645412981208095, 0.9168902132230069, 0.763894911554047, 0.36843909255061885, 0.0, 0.25287219299944863, 0.0, 0.006503997392853924, 0.037559671567691424, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.003476983349657199, nan, 0.04311025034072161, 0.0, 0.178382242640165, 0.21070765968725153, nan, 0.0, 0.10062879326371042, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8388157545611173, 0.938343573831636, 0.9916339920027951, 0.947850884598788, nan, 0.44008194808225926, 0.0, 0.006503997392853924, 0.060358159858601726, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.003494610424767436, nan, 0.043343429972594834, 0.0, 0.38630508990774465, 0.21286565365821006, nan, 0.0, 0.2358761406746642, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
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2.3431	24.0	480	2.8205	0.0693	0.1127	0.4978	[0.46709530298862545, 0.9294016358157555, 0.8071372052539959, 0.36380819554805205, 0.0, 0.31761404365000684, 0.0, 0.0, 0.07322749796701558, 0.0, nan, 0.0, 0.0, nan, 0.021293375394321766, 3.280301787764474e-05, nan, 0.0, 0.0, 0.21922006196398905, 0.5145099591082971, nan, 0.0, 0.09952822380400596, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.7869815786401378, 0.9446586218948346, 0.9900034939244536, 0.9670550271101855, nan, 0.5400534218510931, 0.0, 0.0, 0.11218578161822466, 0.0, nan, 0.0, 0.0, nan, 0.07920469361147327, 3.281324342504635e-05, nan, 0.0, 0.0, 0.495641028894839, 0.5221902403105965, nan, 0.0, 0.30823849072080384, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
0.9835	25.0	500	2.8142	0.0642	0.1068	0.4944	[0.45563901204288904, 0.9081376025542048, 0.810162213740458, 0.36825560187021444, 0.0, 0.2781080115868418, 0.0005392442066724375, 0.002184178228943482, 0.06200502516400516, 0.0, 0.0, 0.0, 0.0, nan, 0.01408535484259315, 0.00014728263537728902, nan, 0.0, 0.0, 0.21439473928956337, 0.38140241887515697, nan, 0.0, 0.10090073878575213, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8202440379111374, 0.9258148599724133, 0.9888388524399239, 0.9371493968218232, nan, 0.4543839630714971, 0.000545498916179785, 0.002184178228943482, 0.09965386881382561, 0.0, nan, 0.0, 0.0, nan, 0.07627118644067797, 0.00014765959541270858, nan, 0.0, 0.0, 0.4973034021547403, 0.38630430417029255, nan, 0.0, 0.2587152670973034, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.2709	26.0	520	2.8402	0.0683	0.1137	0.5062	[0.480701519788104, 0.9293983296225449, 0.816545955646712, 0.3651430854646978, 0.0, 0.30087739731345603, 0.00017176473956171363, 0.00035362885611465897, 0.034154764049189185, 0.0, nan, 0.0, 0.0, nan, 0.026860522424839824, 0.0015682686967033684, nan, 0.0, 0.0, 0.2222404095116217, 0.4767896727083062, nan, 0.0, 0.10291260085329278, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8266545437821277, 0.948860650073769, 0.9891494235024652, 0.9498433425264067, nan, 0.6531858613625166, 0.00017226281563572157, 0.00035362885611465897, 0.04770964257659073, 0.0, nan, 0.0, 0.0, nan, 0.0710560625814863, 0.0015750356844022248, nan, 0.0, 0.0, 0.5685697245028742, 0.4895240645290849, nan, 0.0, 0.24979493489182816, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.8329	27.0	540	2.7621	0.0597	0.0967	0.4729	[0.4178155597671516, 0.8124754877608756, 0.8567425214396651, 0.35890062265647027, 0.0, 0.2298936559075801, 0.0015832263585793753, 0.0, 0.04174518324808676, 0.0, 0.0, 0.0, 0.0, nan, 0.0077724234416291, 0.0020783556442902497, nan, 0.0004302925989672978, 0.0, 0.1688166588543506, 0.3250081940347427, nan, 0.0, 0.11798542197242469, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8723594694704965, 0.8290428180001548, 0.9850925889980201, 0.8644790904485845, nan, 0.350665179844921, 0.0015934310446304245, 0.0, 0.06661797918303221, 0.0, nan, 0.0, 0.0, nan, 0.016297262059973925, 0.002083640957490443, nan, 0.00043271311120726956, 0.0, 0.33362943035163634, 0.3318829908293728, nan, 0.0, 0.27550497282887315, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.542	28.0	560	2.7815	0.0641	0.1076	0.4925	[0.44202768676430776, 0.8873174021312159, 0.8269893381874919, 0.3776794994848809, 0.0, 0.3235045671906766, 0.027279314607220495, 0.0043128852647709385, 0.03408446265364009, 0.0, 0.0, 0.0, 0.0, nan, 0.00590859761244423, 0.00235536581775357, nan, 0.0, 0.0, 0.18143483638817048, 0.4287087087087087, nan, 0.0, 0.11191614741824857, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.837630589292474, 0.9021794519488073, 0.9876742109553942, 0.925753738203786, nan, 0.5859676875599699, 0.02756205050171545, 0.0043128852647709385, 0.05309799685781618, 0.0, nan, 0.0, 0.0, nan, 0.015971316818774447, 0.002362553526603337, nan, 0.0, 0.0, 0.3685519586817761, 0.4778097596894036, nan, 0.0, 0.2969599097713524, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
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1.9889	30.0	600	2.8415	0.0639	0.1077	0.4634	[0.42373777714558736, 0.7079454800454952, 0.8054609123604013, 0.3368195924556485, 0.0, 0.35929087887267924, 0.0056753688989784334, 0.0015601273063882012, 0.07707950918937034, 0.0, 0.0, 0.0, 0.0, nan, 0.013115021179537308, 0.002060068995961611, nan, 0.0, 0.0, 0.19157043243392222, 0.5271180896303566, nan, 0.0, 0.12419454250014007, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8220447815581209, 0.7124105234793326, 0.9911681354089833, 0.8934916793305941, nan, 0.6559217862607297, 0.005742093854524052, 0.0015601273063882012, 0.12421445404556167, 0.0, nan, 0.0, 0.0, nan, 0.05247718383311604, 0.00206723433577792, nan, 0.0, 0.0, 0.3528165171376724, 0.5393265948189303, nan, 0.0, 0.3408951091971701, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.9834	31.0	620	2.7892	0.0728	0.1197	0.4983	[0.4593000209600575, 0.9457905747949027, 0.8273368405622424, 0.4003089917876568, 0.0, 0.3532361791256121, 0.04418754014129737, 0.061052981923324944, 0.09166485382954868, 0.0, 0.0, 0.023370786516853932, 0.0, nan, 0.012955656321771392, 0.000261930097405255, nan, 0.042339433082167206, 0.0, 0.17812490409697715, 0.5297550339874311, nan, 0.0, 0.10965989913358334, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.7481099267320217, 0.9660983034477975, 0.9859854808028262, 0.9489052738222548, nan, 0.543411737247478, 0.044443806434016166, 0.061052981923324944, 0.16808842301649646, 0.0, nan, 0.10051546391752578, 0.0, nan, 0.07170795306388526, 0.0002625059474003708, nan, 0.04255012260204818, 0.0, 0.36827278149309034, 0.5529821273177589, nan, 0.0, 0.49994873372295706, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.4589	32.0	640	2.7229	0.0665	0.1106	0.5048	[0.4597956743977593, 0.9248458607641545, 0.8321737849296904, 0.3789298405806129, 0.0, 0.330081353253727, 0.008562305808908807, 0.011980863897940789, 0.045988242579233916, 0.0, 0.0, 0.0, 0.0, nan, 0.004581151832460733, 0.001360098320360508, nan, 0.006326838737508088, 0.0, 0.18875280205321465, 0.4546216861252661, nan, 0.0, 0.1421473871235739, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.85112732212792, 0.9448667223379817, 0.9867424977677705, 0.9358623665597269, nan, 0.5308342625969243, 0.008584430312513458, 0.011981777713061385, 0.07018975844461901, 0.0, nan, 0.0, 0.0, nan, 0.009126466753585397, 0.0013617496021394234, nan, 0.006346458964373287, 0.0, 0.368640787787267, 0.47178526005756743, nan, 0.0, 0.44296626678970574, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.5765	33.0	660	2.7353	0.0692	0.1167	0.5009	[0.4546819851248632, 0.9171172638008777, 0.8152314807406104, 0.38562255304972903, 0.0, 0.32013794209639906, 0.035516598602672284, 0.04256911245063397, 0.08599301774125057, 0.0, 0.0, 0.0017123287671232876, 0.0, nan, 0.012252773757838882, 0.0008363534987454698, nan, 0.029792098306780024, 0.0, 0.2280061667773102, 0.4842395840020543, nan, 0.0, 0.13106326210212066, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.7861678830825618, 0.9317297148757133, 0.9888388524399239, 0.9468715408716535, nan, 0.5175954980420632, 0.03583066565223009, 0.04260187631310715, 0.14043475058915947, 0.0, nan, 0.002577319587628866, 0.0, nan, 0.08279009126466753, 0.0008367377073386819, nan, 0.030073561228905237, 0.0, 0.5273657094273061, 0.5049200080326661, nan, 0.0, 0.41300112785809495, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.8118	34.0	680	2.7220	0.0690	0.1132	0.4995	[0.4539903420072483, 0.906110059918007, 0.8175208256424249, 0.37272289777983003, 0.0, 0.30570634973825106, 0.03288660233361284, 0.0015730134641637043, 0.06786416205338616, 0.0, 0.0, 0.0, 0.0, nan, 0.016306325980927423, 0.0043306314550921685, nan, 0.004934210526315789, 0.0, 0.19984559958826556, 0.5423750727260973, nan, 0.0, 0.1403359871583162, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8318356617998238, 0.9198920012059154, 0.9886641562172445, 0.932868051256074, nan, 0.5323124400300822, 0.033218012948421645, 0.0015739951046672075, 0.10638010604870385, 0.0, nan, 0.0, 0.0, nan, 0.07301173402868318, 0.004347754753818641, nan, 0.0049762007788836, 0.0, 0.39419819042422244, 0.561617243456724, nan, 0.0, 0.38993130318876246, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
2.4536	35.0	700	2.7263	0.0666	0.1097	0.4919	[0.4355618460257921, 0.8873877410035798, 0.8483981118810887, 0.3768020517333582, 0.0, 0.28055271066637566, 0.04146171065200964, 0.0038135123141779456, 0.04253487100381153, 0.0, 0.0, 0.0, 0.0, nan, 0.020828729281767957, 0.004973171050909567, nan, 0.01310578238640455, 0.0, 0.18932738546416988, 0.4515360501567398, nan, 0.0, 0.13553925892324623, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8590042489059333, 0.9047486920353557, 0.9838308940564463, 0.880403744770267, nan, 0.43333938435206554, 0.04174502232238986, 0.003813644526726714, 0.06396676158680283, 0.0, nan, 0.0, 0.0, nan, 0.1228813559322034, 0.004987613000607045, nan, 0.013125631039953845, 0.0, 0.3866984759463472, 0.48209384831648705, nan, 0.0, 0.413590690044089, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.5455	36.0	720	2.7156	0.0694	0.1156	0.4942	[0.4501194101877694, 0.864057124959533, 0.8246032132029895, 0.3598518471400195, 0.0, 0.30703133512865616, 0.036210310394438824, 0.002384963636237581, 0.0705943197000388, 0.0, 0.0, 0.0, 0.0, nan, 0.024360889774236387, 0.0013442402583564205, nan, 0.01468682505399568, 0.0, 0.20913345901319638, 0.5857832100353811, nan, 0.0, 0.13450740403594313, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8381577225015124, 0.8758600817994819, 0.9873054078186265, 0.9340012382506895, nan, 0.511501257747465, 0.03649100644550035, 0.0023852613039890723, 0.10052533385703064, 0.0, nan, 0.0, 0.0, nan, 0.19132985658409388, 0.0013453429804269003, nan, 0.014712245781047165, 0.0, 0.40824587896399883, 0.6095454849722204, nan, 0.0, 0.38254895929457605, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.1529	37.0	740	2.6988	0.0690	0.1124	0.4970	[0.44653080997227457, 0.8893839170589037, 0.8281787501834129, 0.3745339287764611, 0.0, 0.29240815028186684, 0.03714232653819231, 0.01966189028402047, 0.04938499720739599, 0.0, 0.0, 0.0, 0.0, nan, 0.021134805788271135, 0.007933916677549955, nan, 0.027420736932305057, 0.0, 0.18880343478232842, 0.551518199534796, nan, 0.0, 0.12967024830866905, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8543856421649962, 0.9054076767719886, 0.9860243021856439, 0.9302264497851823, nan, 0.4290993490832707, 0.03732361005440634, 0.01968533965704935, 0.07217203456402199, 0.0, nan, 0.0, 0.0, nan, 0.14471968709256844, 0.007973618152286263, nan, 0.027693639117265252, 0.0, 0.37164828750174483, 0.5872548363344267, nan, 0.0, 0.35914590382446426, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.651	38.0	760	2.7136	0.0694	0.1148	0.4952	[0.4489729508634386, 0.923973301923832, 0.8234446351653334, 0.3570740838281978, 0.0, 0.32283666154633894, 0.022188631891167328, 0.0023087963059259106, 0.08205670012326113, 0.0, 0.0, 0.0, 0.0, nan, 0.018359062672981118, 0.0014902153443052484, nan, 0.019555683370479547, 0.0, 0.1950717947180671, 0.5400129701686122, nan, 0.0, 0.12809140334382538, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.7883135628898221, 0.9417985747787598, 0.9870530688303117, 0.9462674246261796, nan, 0.5232229454630326, 0.022336745094098564, 0.002308988413454538, 0.13441427729772193, 0.0, nan, 0.0, 0.0, nan, 0.19458930899608864, 0.0014930025758396089, nan, 0.01961632770806289, 0.0, 0.412890372193952, 0.5574000937144388, nan, 0.0, 0.32128575822823746, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.8424	39.0	780	2.7546	0.0695	0.1151	0.4913	[0.4405853079763548, 0.856498554178122, 0.8039923115704563, 0.37213415150673, 0.0, 0.2926570048309179, 0.029962279247871065, 0.009181177546650775, 0.039456025007220154, 0.0, 0.0, 0.0, 0.0, nan, 0.0239741816505302, 0.004154943401164693, nan, 0.005262778458654747, 0.0, 0.19925668142041422, 0.6740873805093989, nan, 0.0, 0.14358675505265117, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8486614708077874, 0.8668957550177553, 0.9905469932839007, 0.9395771186281683, nan, 0.43202977101216256, 0.030102927032342342, 0.009187416359841629, 0.057013452474469754, 0.0, nan, 0.0, 0.0, nan, 0.15254237288135594, 0.004167281914980886, nan, 0.005264676186355113, 0.0, 0.37418626194434224, 0.7033268625744695, nan, 0.0, 0.4547318773710653, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.035	40.0	800	2.6941	0.0714	0.1162	0.4990	[0.44987004363406835, 0.9098467523591726, 0.8163539947772313, 0.3634593443809958, 0.0, 0.34193744805852005, 0.04496356622374625, 0.0007280089302428777, 0.06635235752059371, 0.0, 0.0, 0.0, 0.0, nan, 0.01888579717009058, 0.01047060924335644, nan, 0.021013241220495107, 0.0, 0.17125357509038908, 0.6447745966970605, nan, 0.0, 0.13906125830613936, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8245177084917976, 0.9234670601010088, 0.9890911914282386, 0.9455207219376747, nan, 0.5388345737921735, 0.04517592340046798, 0.0007280594096478272, 0.10079536527886881, 0.0, nan, 0.0, 0.0, nan, 0.10397653194263363, 0.010582271004577447, nan, 0.021058704745420452, 0.0, 0.32217047574330926, 0.6768860030791887, nan, 0.0, 0.4216394955398339, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.242	41.0	820	2.7354	0.0690	0.1184	0.4909	[0.44398032910986246, 0.8666840464303018, 0.8101778342330899, 0.36757589347215014, 0.0, 0.3064574179326065, 0.04419186503681464, 0.0006240033280177494, 0.07769061891018525, 0.0, 0.0, 0.0, 0.0, nan, 0.02386581469648562, 0.011099228725128005, nan, 0.05122318674223402, 0.0, 0.1653111834035518, 0.6286388181987462, nan, 0.0, 0.1368384285286584, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8175022376627833, 0.8780904916773162, 0.9904305291354478, 0.9411117990281608, nan, 0.5299525427245144, 0.04437203026083461, 0.0006240509225552806, 0.1159723586017282, 0.0, nan, 0.0, 0.0, nan, 0.24348109517601044, 0.011238535873078374, nan, 0.05149286023366508, 0.0, 0.31468345113764706, 0.6779570252359596, nan, 0.0, 0.4217676612324413, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.672	42.0	840	2.7205	0.0679	0.1159	0.4853	[0.43759073476700844, 0.8265122773738013, 0.8154225036781168, 0.3692133050422528, 0.0, 0.3152646446876533, 0.02950337181392159, 0.0069181125614346415, 0.06140084185825436, 0.0, 0.0, 0.0, 0.0, nan, 0.02292209508704354, 0.00942765336247533, nan, 0.038500071561471304, 0.0, 0.1631670510175183, 0.641598787649176, nan, 0.0, 0.13341686083146495, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8333693010355161, 0.8369666425661453, 0.9897511549361389, 0.9421661882516276, nan, 0.48332512123648247, 0.029643559523980418, 0.006920031341224111, 0.08799955813040063, 0.0, nan, 0.0, 0.0, nan, 0.19784876140808344, 0.009483027349838394, nan, 0.038799942304918504, 0.0, 0.30706952780985497, 0.6801660084342995, nan, 0.0, 0.4667538193376397, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.5085	43.0	860	2.6597	0.0710	0.1189	0.4982	[0.4525325098824794, 0.9029153463580467, 0.8365242033808943, 0.36740508956782814, 0.0, 0.32602766814702516, 0.03358315693117455, 0.010856988450159703, 0.0713563722019619, 0.0, 0.0, 0.0, 0.0, nan, 0.024892809772047258, 0.006586474030006864, nan, 0.027089171516849895, 0.004846497870748178, 0.17277066998601254, 0.6129448644661626, nan, 0.0, 0.12424603413957416, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.823573114083655, 0.9183445876543078, 0.9855196242090143, 0.9463612314965948, nan, 0.5130702004616063, 0.033706090926056184, 0.010865419951601384, 0.09834667124901807, 0.0, nan, 0.0, 0.0, nan, 0.2630378096479791, 0.0066118685501468395, nan, 0.027188807154190104, 0.004852117449784152, 0.341700189079096, 0.6675145592074436, nan, 0.0, 0.42240848969547834, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
1.6609	44.0	880	2.6410	0.0713	0.1183	0.4996	[0.44862320778631815, 0.9252362379917808, 0.8497271887853606, 0.3762018664189057, 0.0, 0.29287629418801303, 0.04249745931322731, 0.02528021738075598, 0.0823401004147566, 0.0, 0.0, 0.0, 0.0, nan, 0.023582523045839122, 0.011547867774484556, nan, 0.05253752680486062, 0.0, 0.16653910194435492, 0.5686986546017383, nan, 0.0, 0.1285007868612812, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8189368183088576, 0.9430365056200459, 0.9824527349664195, 0.9283090373538958, nan, 0.46032260574155237, 0.04262069163520478, 0.025287930161767867, 0.1273198153967007, 0.0, nan, 0.0, 0.0, nan, 0.24348109517601044, 0.011697921281029023, nan, 0.05300735612289052, 0.0, 0.31477228024313797, 0.6394671664770065, nan, 0.0, 0.44163334358658873, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]

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

Library: transformers
Type: segformer
License: other
Created: Nov 13, 2024
Updated: Nov 13, 2024