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segformer-b0-scene-parse-150
HideBu/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from HideBu. 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
- Sep 11, 2024
- Updated
- Sep 13, 2024
- SHA
- 013c9af4
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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: 2.9377
- Mean Iou: 0.0813
- Mean Accuracy: 0.1460
- Overall Accuracy: 0.5452
- Per Category Iou: [0.11342061252695343, 0.3749730725623583, 0.5774403196083672, 0.9288641780654561, 0.23293471161858434, 0.7587797335920333, 0.0008910121518891353, 0.6250372002863417, 0.0, 0.046263658794501235, 0.0, 0.0, 0.0793881800301155, 0.6207545467434876, 0.019476639980881824, 0.0, 0.0, nan, 0.0, nan, 0.04454475262814041, 0.450503655979956, 0.0, 0.07486365889935548, 0.10853181799862975, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.018363489062921956, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.12465003043213634, 0.24793103448275863, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.27903931430612183, 0.6179546707274919, 0.8842276457790319, 0.9815555501424987, 0.478820424980325, 0.8378819536634075, 0.0008953404198575075, 0.9579748021400922, nan, 0.08237878550133375, 0.0, 0.0, 0.0852678985978271, 0.9019064384433874, 0.06511318242343542, 0.0, 0.0, nan, 0.0, nan, 0.05619240278714318, 0.608628074053606, nan, 0.30184907546226886, 0.12223684807770868, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.018363489062921956, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.1372562160713089, 0.3201246660730187, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 500
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 4.749 | 2.0 | 20 | 4.8478 | 0.0133 | 0.0488 | 0.2077 | [0.03605998247018025, 0.1598600016520784, 0.26309572583176816, 0.42677133598758227, 0.004334765079448734, 0.03766358996336679, 0.11137947103417706, 0.40654904556805044, 0.0, 0.0, 0.0, 0.0, 0.003533170456681075, 0.022207326209534323, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0013571249057552149, 0.08865518225944609, 0.0, 0.0, 0.0, 0.012949569976544175, nan, nan, nan, 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, 0.011035178131301815, 0.0, 0.0, 0.0015187938161957736, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0008229662446678646, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] | [0.08448409273533526, 0.2440792608301647, 0.5325700622536242, 0.4433585852434658, 0.005076925450982208, 0.03814515104990361, 0.18667847754029032, 0.7974678862891097, nan, 0.0, 0.0, 0.0, 0.004364379236697929, 0.02636802876512229, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0020229265003371545, 0.12869577231279358, nan, 0.0, 0.0, 0.06288561936402468, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.013202868440453052, 0.0, nan, 0.0055981907833759685, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.010582632723852079, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 4.2479 | 4.0 | 40 | 4.4642 | 0.0393 | 0.0909 | 0.3926 | [0.048296056521642615, 0.26848427006320125, 0.3199142099452915, 0.8635165938689997, 0.02573846187835539, 0.3490832004795767, 0.2892577670028557, 0.42794877498720457, 0.0, 0.0, 0.0, 0.0, 0.00410545222477351, 0.1762741690045363, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.29757707032037073, 0.0, 0.0, 0.0, 0.03416066186282359, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0005441949054984616, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan] | [0.17806017678045297, 0.4277296125711189, 0.8458468862417337, 0.9467615034224052, 0.03595512553431168, 0.37106213997945214, 0.31934125804853886, 0.9723571422701086, nan, 0.0, 0.0, 0.0, 0.004828674900176432, 0.22886624967227237, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.40808925117435757, nan, 0.0, 0.0, 0.07593735168485999, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0009639268898528158, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 3.9114 | 6.0 | 60 | 3.9699 | 0.0562 | 0.0957 | 0.4499 | [0.0632231061011427, 0.3103263500221297, 0.34493970591837236, 0.8384362824860161, 0.035886448848419926, 0.4797375503022615, 0.16711988705811012, 0.47516419429872414, 0.0, 0.0, 0.0, 0.0, 0.000886973222205118, 0.20755120637058755, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3336138241923366, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.23735900717240557, 0.48964629714403163, 0.9100930573207247, 0.9865539668233747, 0.04032220730521735, 0.6181767809112633, 0.16800015239836935, 0.989694025986834, nan, 0.0, 0.0, 0.0, 0.0009363295880149813, 0.24527135847784562, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.38342774247029565, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 3.6225 | 8.0 | 80 | 3.5706 | 0.0614 | 0.0990 | 0.4825 | [0.061064832061792265, 0.33486164116890116, 0.36463358124974643, 0.8872377545742265, 0.04090360617678056, 0.5194226558611199, 0.041557130338705374, 0.5961814243751916, 0.0, 0.0, 0.0, 0.0, 0.00011350222464360302, 0.259991711663396, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.33446830801466737, nan, 0.0, 0.0, 0.000437636761487965, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.20610993720424986, 0.5688884425302927, 0.919581888288133, 0.9860521764548267, 0.0413252472879342, 0.7372135708266476, 0.041557130338705374, 0.9908281762370867, nan, 0.0, 0.0, 0.0, 0.00011607391586962578, 0.39946252668639276, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3528599060513954, nan, 0.0, 0.0, 0.00047460844803037496, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 3.6965 | 10.0 | 100 | 3.3396 | 0.0599 | 0.0931 | 0.4703 | [0.05811722694049783, 0.27211371649224914, 0.465174711675016, 0.8423600241815938, 0.018373360836894063, 0.5740602401287669, 0.04802233066859085, 0.5581545499824753, 0.0, 0.0, 0.0, 0.0, 0.0, 0.17266987871739492, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2650796852935243, nan, 0.0, 0.0, 0.023042374536223393, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.26663640963066576, 0.4542643335606648, 0.8025924649419469, 0.9910846953937593, 0.01924293628381402, 0.8604707539219874, 0.04817693450680078, 0.9946662064317825, nan, 0.0, 0.0, 0.0, 0.0, 0.1946327577811903, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2723127935893893, nan, 0.0, 0.0, 0.02800189843379212, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.973 | 12.0 | 120 | 3.1130 | 0.0663 | 0.1040 | 0.4961 | [0.06475754342746794, 0.29382144819411427, 0.4827151585125319, 0.8473280218453675, 0.15150318191792847, 0.5366322618873052, 0.08197702590998489, 0.5845325000543338, 0.0, 0.0, 0.0, 0.0, 0.0, 0.368808247514402, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.23417742860033045, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21631796672718073, 0.5158400209269518, 0.8105518816104086, 0.9916790490341754, 0.21307655509775783, 0.8280120516698027, 0.08218082066521888, 0.994678534151894, nan, 0.0, 0.0, 0.0, 0.0, 0.6210438593205738, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2398798010500138, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 3.0793 | 14.0 | 140 | 3.0139 | 0.0677 | 0.1015 | 0.5011 | [0.05708656850310886, 0.2996122880357159, 0.5510334864826703, 0.8676540259075097, 0.15142675638183398, 0.5762713909146293, 0.005581590276984036, 0.5879185584217774, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3588512563473041, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.26933466733366684, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21968840213088897, 0.5492250488139837, 0.8196152769101523, 0.9903636762234185, 0.18023856920204312, 0.8822745795190876, 0.005581590276984036, 0.9929197794159949, nan, 0.0, 0.0, 0.0, 0.0, 0.461225139518334, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2789444597955236, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.8103 | 16.0 | 160 | 2.9845 | 0.0748 | 0.1138 | 0.5224 | [0.06564519242258518, 0.32074806948538015, 0.5452317769051417, 0.8447457514604355, 0.24647115535156605, 0.5921448393512732, 0.13146818519435505, 0.5854994999743263, 0.0, 0.0, 0.0, 0.0, 1.5469100471807564e-05, 0.4640630546680866, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.24178750160400359, nan, 0.0, 0.0, 0.0018984337921214998, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.2125531978214934, 0.5698530442175281, 0.765671111302587, 0.99190802133827, 0.46156813727759516, 0.8695048887760167, 0.13150074294205052, 0.9839862915752361, nan, 0.0, 0.0, 0.0, 1.5476522115950103e-05, 0.7834094909921719, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.26032743851892787, nan, 0.0, 0.0, 0.0018984337921214998, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.7048 | 18.0 | 180 | 2.8814 | 0.0718 | 0.1076 | 0.5140 | [0.05278154714555561, 0.30760991539882754, 0.5718187603860977, 0.8569592841012504, 0.27080925632273495, 0.5357546859020071, 0.06355883808581109, 0.5804947112178044, 0.0, 0.0, 0.0, 0.0, 0.0003172687033769771, 0.44637265555176914, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.1907531353564234, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.15945953989464598, 0.5486831902390717, 0.6967559184025159, 0.9909190558546269, 0.4664598861163835, 0.9349048218222956, 0.06360726940221739, 0.9906843528357866, nan, 0.0, 0.0, 0.0, 0.0003172687033769771, 0.6500524364208398, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.20278391820945013, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.469 | 20.0 | 200 | 2.8346 | 0.0722 | 0.1129 | 0.5038 | [0.07713967301741614, 0.3203243387702534, 0.520480742043631, 0.8748335323044301, 0.2602210015493156, 0.5446078692129014, 0.19175948874265258, 0.5256029430393655, 0.0, 0.0, 0.0, 0.0, 0.00015476522115950104, 0.44936125132423504, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.20564799267287437, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.29046010535400735, 0.5262941544670634, 0.7633177519763911, 0.9888924073758313, 0.6272240482693703, 0.850937929283018, 0.19234579190002668, 0.8354454827124271, nan, 0.0, 0.0, 0.0, 0.00015476522115950104, 0.675203191130754, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2326609560652114, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.5254 | 22.0 | 220 | 2.7079 | 0.0689 | 0.1108 | 0.4993 | [0.07617576712626621, 0.33934619339469635, 0.47348165965123273, 0.8799155140932727, 0.25292285636601824, 0.5534876953189173, 0.02248271659016893, 0.48387577785292624, 0.0, 0.0, 0.0, 0.0, 0.00012360080031518204, 0.5183304548698698, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.19086831358371828, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.25284217731615133, 0.6035300217677669, 0.7208603493957736, 0.9883954887584342, 0.6316065614246255, 0.8167430477795606, 0.022488284375357184, 0.7467352087904863, nan, 0.0, 0.0, 0.0, 0.00012381217692760083, 0.8908386081875725, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.19694667035092567, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.9087 | 24.0 | 240 | 2.6739 | 0.0765 | 0.1197 | 0.5268 | [0.07777614484745164, 0.33239415965228397, 0.49671831941254146, 0.896847034247121, 0.2695452950251952, 0.5363705023926678, 0.2078100955601573, 0.5805778243263462, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5331489996271903, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2759419069669543, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.1968765810541353, 0.5717448780351087, 0.8163410378476187, 0.9872067814776021, 0.6281653627146891, 0.8247290105856142, 0.2083761953747095, 0.9886050773769899, nan, 0.0, 0.0, 0.0, 0.0, 0.8034476946702124, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.31697292069632493, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.3849 | 26.0 | 260 | 2.6375 | 0.0776 | 0.1197 | 0.5185 | [0.0558709065646422, 0.3496762922618436, 0.35921067336248486, 0.8884146582682426, 0.28677953205250145, 0.5596860550012168, 0.2935448390950638, 0.5675553165154529, 0.0, 0.0, 0.0, 0.0, 0.0015884643559393916, 0.5488864069377833, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2779176379176379, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.1262536829261034, 0.5563135866366464, 0.8135514723305258, 0.9846637273768056, 0.6979306513587334, 0.785812737368257, 0.29488131976987847, 0.9930060734567749, nan, 0.0, 0.0, 0.0, 0.0015940817779428608, 0.7822952170493277, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.30885603757944186, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 3.0833 | 28.0 | 280 | 2.5563 | 0.0745 | 0.1153 | 0.4996 | [0.06349263844717962, 0.3338786193358417, 0.3512298243498167, 0.881331931787579, 0.2900044057220439, 0.49987256044276146, 0.21418532657208517, 0.5850207929968604, 0.0, 0.0, 0.0, 0.0, 0.0015166991673631102, 0.6004996668887408, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2755732981150198, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19562661825540906, 0.5338988592942759, 0.8312097451694204, 0.9884880520303023, 0.4977238708084502, 0.697304535537419, 0.21483407627538384, 0.9908240669970496, nan, 0.0, 0.0, 0.0, 0.0015166991673631102, 0.8439922843552193, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.31711108040895275, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.8706 | 30.0 | 300 | 2.5804 | 0.0772 | 0.1176 | 0.4922 | [0.06139733277008196, 0.3858565493646139, 0.28572228218184614, 0.8832197770642441, 0.28147421239249376, 0.40210712831099027, 0.438665348957598, 0.5930716130523731, 0.0, 0.0, 0.0, 0.0, 0.003218020917135961, 0.5466499578429448, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2892120888651678, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.15571709175322163, 0.5900372761329983, 0.879639402882192, 0.9889703553942465, 0.4691758097618937, 0.5333695037344015, 0.4439174000838191, 0.9804030342628435, nan, 0.0, 0.0, 0.0, 0.0032191166001176216, 0.8863534214764598, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2994611771207516, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.7721 | 32.0 | 320 | 2.5890 | 0.0779 | 0.1199 | 0.5166 | [0.06283365150873718, 0.3678103101830918, 0.42678775647494116, 0.9034535803562246, 0.30072174535638746, 0.5395936596639592, 0.28637483418609055, 0.5880095082703686, 0.0, 0.0, 0.0, 0.0, 0.003757596375388517, 0.6036261310367382, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.2804434945231098, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.17558257194726348, 0.6421397808275489, 0.854129418607156, 0.9842545002801257, 0.5638782155147138, 0.6705669133180187, 0.2878805196784394, 0.9788826154490988, nan, 0.0, 0.0, 0.0, 0.0037607948741758754, 0.829553541331136, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3625656258634982, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.686 | 34.0 | 340 | 2.5237 | 0.0780 | 0.1194 | 0.5051 | [0.07919033165117968, 0.3843772549446531, 0.33045412823267434, 0.903210976415347, 0.2531968049544319, 0.5127412826579948, 0.2975913196614213, 0.5874602852865687, 0.0, 0.0, 0.0, 0.0, 0.007385613976554088, 0.5414648290919015, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3157392295137499, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.15820213684116544, 0.6432211623800671, 0.8646953018977662, 0.9858426911553357, 0.555190346125951, 0.5773419372712896, 0.29937707166533317, 0.988498237136024, nan, 0.0, 0.0, 0.0, 0.007537066270467701, 0.8917468819056894, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.35413788339320257, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.2236 | 36.0 | 360 | 2.4688 | 0.0781 | 0.1197 | 0.5041 | [0.07180940791769154, 0.3425031078856298, 0.3981163051063595, 0.9002898550724637, 0.2892211461153196, 0.5303861011066117, 0.23477093789283654, 0.5708895718480028, 0.0, 0.0, 0.0, 0.0, 0.07228247660712116, 0.5599529689780599, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.31684291187739466, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.005953413097508815, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.1852846641469004, 0.5952223021515523, 0.8540809512526119, 0.9835578398655397, 0.6050645803435026, 0.6561880245189144, 0.23658894349830456, 0.888503990072076, nan, 0.0, 0.0, 0.0, 0.07364503048874857, 0.9052492602719203, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3570392373583863, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.006182472989195678, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.6086 | 38.0 | 380 | 2.4715 | 0.0772 | 0.1180 | 0.5109 | [0.07404492023509655, 0.32042741608578934, 0.4125110930684844, 0.9033537362347481, 0.3166359000031288, 0.5250519977663216, 0.2952374635181746, 0.574574729135538, 0.0, 0.0, 0.0, 0.0, 6.964434952177547e-05, 0.6000921970159332, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3008964451313756, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.20996398916698908, 0.5280201608759424, 0.8235626736746872, 0.9843129612939371, 0.4684968288505162, 0.7489235457767209, 0.2967672495904294, 0.9939306524651331, nan, 0.0, 0.0, 0.0, 6.964434952177547e-05, 0.8654350350200382, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3362116606797458, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.679 | 40.0 | 400 | 2.5035 | 0.0780 | 0.1207 | 0.5102 | [0.07767934509274015, 0.3515256451317396, 0.38739901924298925, 0.8881228839356498, 0.2859896560477218, 0.5074422470132571, 0.284194700244315, 0.592990467293899, 0.0, 0.0, 0.0, 0.0, 0.004169626586774562, 0.5562829259867, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.339442476513168, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.01736519896397457, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19076069164608198, 0.5870383691925373, 0.824068888266592, 0.9878449808783767, 0.5563476999521627, 0.6724185300195089, 0.2880710176401112, 0.980809849026521, nan, 0.0, 0.0, 0.0, 0.004178660971306528, 0.9046968051237874, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.38063000828958277, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.017707082833133252, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 2.0031 | 42.0 | 420 | 2.3969 | 0.0809 | 0.1206 | 0.5254 | [0.07981875101886014, 0.3450277740836598, 0.43305532209561093, 0.8947380050644547, 0.3098583199952576, 0.6139234781559985, 0.16059475318312588, 0.6016335229045066, 0.0, 0.0, 0.0, 0.0, 0.007703340427500694, 0.5896014329405744, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3748889637638987, nan, 0.0, 0.036710277156137026, 0.0, nan, nan, nan, 0.0, 0.0, 0.0004735409020954185, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.17850659206571232, 0.6301908650118181, 0.8352217650733472, 0.9863542250261856, 0.48395907596870513, 0.7521719556258442, 0.16110412618584982, 0.9907048990359723, nan, 0.0, 0.0, 0.0, 0.007730522796917077, 0.9061762612831942, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.42273418071290414, nan, 0.0, 0.03871816985157278, 0.0, nan, nan, nan, 0.0, 0.0, 0.0004801920768307323, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.9321 | 44.0 | 440 | 2.4748 | 0.0768 | 0.1183 | 0.5126 | [0.07496236754852864, 0.34262389853371406, 0.39116403709352754, 0.8991028901939373, 0.3022463737110094, 0.6087633322709192, 0.10065978362139448, 0.578928794560583, 0.0, 0.0, 0.0, 0.0, 0.0, 0.6252517035831922, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.33657093332536386, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.03837815667662741, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.2267566441474956, 0.5481553452479937, 0.8466169786528229, 0.9867683238740165, 0.545021063839637, 0.7981576182945271, 0.10084962090905628, 0.9100487355868405, nan, 0.0, 0.0, 0.0, 0.0, 0.8780665942544664, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.38898867090356454, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.039315726290516204, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.5909 | 46.0 | 460 | 2.4344 | 0.0810 | 0.1203 | 0.5166 | [0.07962002636074089, 0.3669995544995545, 0.40795086742197645, 0.9084582296895626, 0.3210428634555899, 0.5918804613838816, 0.2742218221443123, 0.6000462221206605, 0.0, 0.0, 0.0, 0.0, 0.017345040210354743, 0.5849290976398677, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.29545525243413073, nan, 0.0, 0.0043715373961218836, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21259039909526503, 0.6003022262913518, 0.8409839950024772, 0.9857014103719582, 0.5605604678795735, 0.7085689219296524, 0.27565055053910925, 0.9495467508239026, nan, 0.0, 0.0, 0.0, 0.017457516946791717, 0.8906700625491591, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3280602376347057, nan, 0.0, 0.004584449185238981, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.4665 | 48.0 | 480 | 2.5637 | 0.0764 | 0.1175 | 0.4843 | [0.08238028662318979, 0.3567202644672085, 0.31567610904285415, 0.9037286444693852, 0.2930986214209968, 0.5007044991784327, 0.2635737019529558, 0.573690222826834, 0.0, 0.0, 0.0, 0.0, 0.0055452439753953765, 0.618618195481659, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3463738347290251, nan, 0.0, 0.01610346266166041, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21174965030802656, 0.5259765132334944, 0.8863332830708915, 0.9885562565464157, 0.5331388978905297, 0.552977709028363, 0.26661142225778184, 0.9946990803520797, nan, 0.0, 0.0, 0.0, 0.005594762744915963, 0.8633001236001349, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.37859215252832273, nan, 0.0, 0.017520766193091553, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.7717 | 50.0 | 500 | 2.4289 | 0.0799 | 0.1216 | 0.5195 | [0.07796034560255706, 0.36516909889380195, 0.36405440796536387, 0.8882601059100247, 0.31131909046173273, 0.529357428728746, 0.32052894964913753, 0.5881928919670558, 0.0, 0.0, 0.0, 0.0, 0.005798806622405244, 0.6002877932915258, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3330326222972383, nan, 0.0, 0.008572331516157067, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.17421356507246807, 0.5651491512439392, 0.8309404820886198, 0.9879716464083015, 0.5174143172383995, 0.7435764830826417, 0.32760886958509544, 0.9925129646523172, nan, 0.0, 0.0, 0.0, 0.005873340143003065, 0.8945185212929323, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.39527493782812934, nan, 0.0, 0.00984975716036494, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.3131 | 52.0 | 520 | 2.4208 | 0.0808 | 0.1216 | 0.5257 | [0.08614207764404877, 0.3864045487670905, 0.40283092214582983, 0.9029689728958631, 0.32848735485923336, 0.5365635529428633, 0.20021430535668566, 0.5952236524140652, 0.0, 0.0, 0.0, 0.0, 0.029069370606035327, 0.5843763875721537, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3476813983143097, nan, 0.0, 0.04387395244776459, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19639296449510432, 0.6637744186698307, 0.8538170734334274, 0.9867926826297713, 0.478033424378501, 0.6911955856719036, 0.20110869813692994, 0.9919171248469308, nan, 0.0, 0.0, 0.0, 0.029660754635218375, 0.9119349039289861, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3861218568665377, nan, 0.0, 0.052516907993282194, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.4824 | 54.0 | 540 | 2.4006 | 0.0888 | 0.1295 | 0.5352 | [0.08727994253806716, 0.32839635195674743, 0.5687953641263982, 0.9084723076853977, 0.3289865978301249, 0.7210279214229679, 0.30025029515938606, 0.602262566964118, 0.0, 0.0, 0.0, 0.0, 0.012644082844765564, 0.5864061832941462, 0.024355578525744558, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4016267123287671, nan, 0.0, 0.10381130063965885, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.2359676795333472, 0.550434888218313, 0.8330622751653275, 0.9853847465471464, 0.5329691526626854, 0.8318168700289748, 0.30278698517925856, 0.9881571702129408, nan, 0.0, 0.0, 0.0, 0.012783607267774786, 0.8617363946215214, 0.10039946737683089, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4860804089527494, nan, 0.0, 0.14143706595252145, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.0155 | 56.0 | 560 | 2.4288 | 0.0829 | 0.1231 | 0.5192 | [0.08213922600343411, 0.36778641356633907, 0.4478960955858828, 0.9071094409765819, 0.30289549303573304, 0.5831261372354484, 0.2374078216526701, 0.603339029708983, 0.0, 0.0, 0.0, 0.0, 0.022180641935654926, 0.5650741061602941, 0.0004219409282700422, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.40143432383975547, nan, 0.0, 0.03941524149267303, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19895985238534566, 0.6241183120171152, 0.8745180190853672, 0.9890239446569069, 0.4896069626406185, 0.6703429646645965, 0.2385701222996914, 0.9879845821313806, nan, 0.0, 0.0, 0.0, 0.02265762837775095, 0.9039196224577699, 0.0013315579227696406, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.47174633876761535, nan, 0.0, 0.05115519041350824, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.1231 | 58.0 | 580 | 2.4154 | 0.0891 | 0.1294 | 0.5289 | [0.08549202594330427, 0.379335421707097, 0.3960524696675116, 0.9200111000918942, 0.31921311005898095, 0.6265760565037319, 0.4330073624459057, 0.5959860078268093, 0.0, 0.0, 0.0, 0.0, 0.05645316978274106, 0.5893373952779893, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.38924226114753563, nan, 0.0, 0.11242120009339249, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19575310258623255, 0.566503797681219, 0.8666393813411456, 0.9852385940126178, 0.55037575420891, 0.7254574208964872, 0.4403074637101383, 0.9787675567280587, nan, 0.0, 0.0, 0.0, 0.05883399882378432, 0.9056987153076894, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4121649626968776, nan, 0.0, 0.1748445372429758, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.9174 | 60.0 | 600 | 2.4364 | 0.0821 | 0.1228 | 0.5013 | [0.08724664673312428, 0.3568938184282114, 0.37806900633357116, 0.915057775529195, 0.3327762281288181, 0.5609241077737781, 0.18012216173150977, 0.5834961347785901, 0.0, 0.0, 0.0, 0.0, 0.08712018956777348, 0.5872288569339508, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.40353899611644817, nan, 0.0, 0.12459917544663307, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.23142912413321032, 0.583114565719037, 0.8875557374577256, 0.9868706306481865, 0.44551949755412557, 0.6231128862825678, 0.1808873395054673, 0.9131306656147012, nan, 0.0, 0.0, 0.0, 0.08990311697155415, 0.9024308026517847, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4773418071290412, nan, 0.0, 0.18519359084925788, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.974 | 62.0 | 620 | 2.4077 | 0.0831 | 0.1250 | 0.5313 | [0.0854571230754014, 0.38321324769258075, 0.4094426279563873, 0.9225743459653797, 0.35546219409190133, 0.5482235841666283, 0.32672036173519853, 0.5923741846791382, 0.0, 0.0, 0.0, 0.0, 0.017661323531654644, 0.6003880168962541, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3477945443993035, nan, 0.001474056603773585, 0.06482690475350249, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21213654355525133, 0.6454539934042732, 0.8665586024169054, 0.9851070567315422, 0.5000540098452232, 0.7141468595241668, 0.3303520402331695, 0.9844958373398424, nan, 0.0, 0.0, 0.0, 0.01792181261027022, 0.8664182179107832, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.413961038961039, nan, 0.0024987506246876563, 0.08338250646815851, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.8482 | 64.0 | 640 | 2.4248 | 0.0827 | 0.1228 | 0.5197 | [0.08415723170148302, 0.3410145489921735, 0.43887032812578436, 0.9151046163164389, 0.36487891186553134, 0.6188931207043993, 0.20454888210232627, 0.5992525699104868, 0.0, 0.0, 0.0, 0.0, 0.0433378679383493, 0.5889435129813748, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.37994121528402613, nan, 0.0017452006980802793, 0.048811297531903865, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.20418291122288026, 0.5829160399480563, 0.8474840057730004, 0.9863103792658271, 0.5091739579957718, 0.7218188324656285, 0.20669981331199755, 0.99364711490257, nan, 0.0, 0.0, 0.0, 0.04486643761413935, 0.9018783475036518, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4375518098922354, nan, 0.0037481259370314842, 0.068403613090645, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.8123 | 66.0 | 660 | 2.4173 | 0.0860 | 0.1238 | 0.5316 | [0.0823999443733015, 0.31784430640101385, 0.5113707850519076, 0.9190393684315838, 0.3205537482391333, 0.6839587460127036, 0.19137816560751209, 0.6010503773706779, 0.0, 0.0, 0.0, 0.0, 0.03704821094551379, 0.6088326870546885, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3919218682605213, nan, 0.0, 0.0629928926102619, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21160828546769442, 0.5359775408963088, 0.844872153889236, 0.9845516771003338, 0.4880946869743685, 0.8489893451233449, 0.19218386863260564, 0.9941730976273248, nan, 0.0, 0.0, 0.0, 0.03801033831677345, 0.8953425221918424, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.43938242608455375, nan, 0.0, 0.08810312741137488, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.0115 | 68.0 | 680 | 2.5822 | 0.0812 | 0.1233 | 0.4885 | [0.08075769980976233, 0.34632622013897457, 0.3507169480467359, 0.9212501817653046, 0.28678019521764997, 0.4997937159359868, 0.3233980956677852, 0.5813757276989646, 0.0, 0.0, 0.0, 0.0, 0.0032172193489504106, 0.5803906768363577, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3568656940893367, nan, 0.0, 0.1341640837497628, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.1996145948037261, 0.531163874849354, 0.9176808909376818, 0.9876695978369425, 0.5504066169776091, 0.531404758331698, 0.32771364346401494, 0.9910459659590556, nan, 0.0, 0.0, 0.0, 0.0032732844275234468, 0.8927862466759054, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4097817076540481, nan, 0.0, 0.1925468657800372, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.9299 | 70.0 | 700 | 2.4842 | 0.0815 | 0.1218 | 0.5142 | [0.07968170365774914, 0.3309514029013508, 0.4056894923198925, 0.9176270802671799, 0.3239560531635229, 0.616642129683946, 0.2855264146689712, 0.5832521111744845, 0.0, 0.0, 0.0, 0.0, 0.010689917173829638, 0.6093021161059533, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3607194530341286, nan, 0.0, 0.03874468599868662, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.18730097318532188, 0.5137052849895832, 0.8650668849492709, 0.9871872944729984, 0.47730814931407495, 0.7523451118011706, 0.28951880214881703, 0.9959030876829639, nan, 0.0, 0.0, 0.0, 0.010996068963382549, 0.8867560582793363, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.43917518651561205, nan, 0.0, 0.05088284689755345, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 1.0168 | 72.0 | 720 | 2.4213 | 0.0842 | 0.1251 | 0.5301 | [0.07752970510123694, 0.3233057750618902, 0.48698671701166474, 0.9139136660197846, 0.2966892630658211, 0.6864899381168361, 0.27151515151515154, 0.5976678235304572, 0.0, 0.0, 0.0, 0.0, 0.023334997957052708, 0.6110293072938867, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3595152476144633, nan, 0.0, 0.06592794151394944, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.213074015654296, 0.520975999402087, 0.8556911444757986, 0.9888290746108689, 0.523417125750351, 0.8439054798157618, 0.27523145502343127, 0.9673561971449001, nan, 0.0, 0.0, 0.0, 0.02386479710279506, 0.8859226937338477, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.43855346780878696, nan, 0.0, 0.09128046843084744, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.7534 | 74.0 | 740 | 2.4585 | 0.0841 | 0.1246 | 0.5124 | [0.08098050365099115, 0.32791310203351015, 0.44748794750468707, 0.9209958528841306, 0.33567701470510725, 0.6004850888506594, 0.30061568830192226, 0.5932151773849313, 0.0, 0.0, 0.0, 0.0, 0.04447493624065982, 0.5966086347087755, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.34241933549238335, nan, 0.01643297311779941, 0.10237736212262183, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.21404124877235797, 0.5391025700912752, 0.8637636516381966, 0.9877962633668672, 0.49139700322515933, 0.7019174160481143, 0.30461576561130793, 0.9685519859957099, nan, 0.0, 0.0, 0.0, 0.04615098894976321, 0.9007172553279149, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3944114396242056, nan, 0.04597701149425287, 0.14484135990195635, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.9062 | 76.0 | 760 | 2.4686 | 0.0845 | 0.1230 | 0.5212 | [0.08998994987659975, 0.32393978556385217, 0.4997353311163422, 0.9280072373919672, 0.33175925415126606, 0.6490531649625972, 0.12477078167013464, 0.6038853145105878, 0.0, 0.0, 0.0, 0.0, 0.0665226813917587, 0.5223641832927646, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3986325227375347, nan, 0.003455557688615857, 0.10473790322580645, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.2105220082735633, 0.5690425919524659, 0.8642967925381815, 0.9844883443353714, 0.4640062960048146, 0.7481939810913456, 0.12508096163371052, 0.9931622245781865, nan, 0.0, 0.0, 0.0, 0.06935803386263038, 0.9203247312633432, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.426913512019895, nan, 0.004497751124437781, 0.1414824565385139, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.8303 | 78.0 | 780 | 2.5012 | 0.0883 | 0.1276 | 0.5238 | [0.08205810339956682, 0.3242125619091239, 0.4500731006925635, 0.9299797565236683, 0.33072771263726036, 0.6734761251543939, 0.4951663574751326, 0.5911123391009424, 0.0, 0.0, 0.0, 0.0, 0.0315961406974094, 0.5932715748415407, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.3674995701759413, nan, 0.004577033101757254, 0.06950716669939132, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.25933007946192077, 0.46127346107493533, 0.8322275596148461, 0.9802742795897985, 0.5210098297918306, 0.8195204728317961, 0.5059244866079933, 0.9582542304626183, nan, 0.0, 0.0, 0.0, 0.03218342774011824, 0.8545263867560583, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4429745786128765, nan, 0.013993003498250875, 0.08034133720666334, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.7688 | 80.0 | 800 | 2.4767 | 0.0882 | 0.1290 | 0.5217 | [0.08568304977244656, 0.36472608920600164, 0.421625922059754, 0.9291121469600484, 0.3878886858239038, 0.6293350341535676, 0.33462564966989744, 0.6012003868356248, 0.0, 0.0, 0.0, 0.0, 0.03694601519373128, 0.5527660419088667, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.37835141137468215, nan, 0.01449763991908294, 0.20423903444215485, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.22916728668789618, 0.5663870178159363, 0.8504835964931177, 0.9865929408325823, 0.46179960804283754, 0.706204762949196, 0.34035318322093955, 0.9911651339201328, nan, 0.0, 0.0, 0.0, 0.038273439192744604, 0.9126933593018465, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.4060168554849406, nan, 0.03223388305847077, 0.3149198856157233, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
| 0.7763 | 82.0 | 820 | 2.4585 | 0.0856 | 0.1271 | 0.5412 | [0.09447115299074434, 0.3863416557901952, 0.5057620568079293, 0.9362943148782821, 0.34155398226129363, 0.6543088306813021, 0.2317464512231954, 0.5976968365445142, 0.0, 0.0, 0.0, 0.0, 0.05316971904343265, 0.5733096897659637, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.39360046969029794, nan, 0.0, 0.10982278831510453, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] | [0.19752388321776138, 0.6726870579882099, 0.8513129267819831, 0.982222980050179, 0.4712436152647254, 0.7517009708289564, 0.23387434754448128, 0.9949456347543085, nan, 0.0, 0.0, 0.0, 0.05569226483424645, 0.9172815461253231, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.463111356728378, nan, 0.0, 0.14402432935409196, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Sep 11, 2024
- Updated
- Sep 13, 2024