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# copiapoasegmentation-v2

This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the aghent/copiapoa-semantic-v2 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0260
- Mean Iou: 0.4072
- Mean Accuracy: 0.8144
- Overall Accuracy: 0.8144
- Accuracy Base: 0
- Accuracy Copiapoa: 0.8144
- Iou Base: 0.0
- Iou Copiapoa: 0.8144

## 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: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Base | Accuracy Copiapoa | Iou Base | Iou Copiapoa |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:-------------:|:-----------------:|:--------:|:------------:|
| 0.2629        | 0.01  | 20    | 0.4533          | 0.3151   | 0.6301        | 0.6301           | 0             | 0.6301            | 0.0      | 0.6301       |
| 0.2944        | 0.01  | 40    | 0.1331          | 0.2715   | 0.5430        | 0.5430           | 0             | 0.5430            | 0.0      | 0.5430       |
| 0.1169        | 0.01  | 60    | 0.1411          | 0.3554   | 0.7109        | 0.7109           | 0             | 0.7109            | 0.0      | 0.7109       |
| 0.0947        | 0.02  | 80    | 0.1290          | 0.3582   | 0.7164        | 0.7164           | 0             | 0.7164            | 0.0      | 0.7164       |
| 0.078         | 0.03  | 100   | 0.1248          | 0.2776   | 0.5552        | 0.5552           | 0             | 0.5552            | 0.0      | 0.5552       |
| 0.1385        | 0.03  | 120   | 0.1285          | 0.3305   | 0.6610        | 0.6610           | 0             | 0.6610            | 0.0      | 0.6610       |
| 0.1006        | 0.04  | 140   | 0.1136          | 0.2467   | 0.4934        | 0.4934           | 0             | 0.4934            | 0.0      | 0.4934       |
| 0.0557        | 0.04  | 160   | 0.1026          | 0.2956   | 0.5912        | 0.5912           | 0             | 0.5912            | 0.0      | 0.5912       |
| 0.2698        | 0.04  | 180   | 0.1026          | 0.2561   | 0.5121        | 0.5121           | 0             | 0.5121            | 0.0      | 0.5121       |
| 0.0834        | 0.05  | 200   | 0.1162          | 0.4251   | 0.8501        | 0.8501           | 0             | 0.8501            | 0.0      | 0.8501       |
| 0.0637        | 0.06  | 220   | 0.0878          | 0.2270   | 0.4539        | 0.4539           | 0             | 0.4539            | 0.0      | 0.4539       |
| 0.029         | 0.06  | 240   | 0.0973          | 0.2616   | 0.5233        | 0.5233           | 0             | 0.5233            | 0.0      | 0.5233       |
| 0.0862        | 0.07  | 260   | 0.0875          | 0.2595   | 0.5189        | 0.5189           | 0             | 0.5189            | 0.0      | 0.5189       |
| 0.0417        | 0.07  | 280   | 0.1148          | 0.3413   | 0.6827        | 0.6827           | 0             | 0.6827            | 0.0      | 0.6827       |
| 0.0336        | 0.07  | 300   | 0.1169          | 0.4093   | 0.8186        | 0.8186           | 0             | 0.8186            | 0.0      | 0.8186       |
| 0.1021        | 0.08  | 320   | 0.0834          | 0.2955   | 0.5911        | 0.5911           | 0             | 0.5911            | 0.0      | 0.5911       |
| 0.1041        | 0.09  | 340   | 0.0869          | 0.3081   | 0.6162        | 0.6162           | 0             | 0.6162            | 0.0      | 0.6162       |
| 0.0152        | 0.09  | 360   | 0.0848          | 0.2025   | 0.4050        | 0.4050           | 0             | 0.4050            | 0.0      | 0.4050       |
| 0.0413        | 0.1   | 380   | 0.0867          | 0.2558   | 0.5115        | 0.5115           | 0             | 0.5115            | 0.0      | 0.5115       |
| 0.0259        | 0.1   | 400   | 0.0749          | 0.3763   | 0.7525        | 0.7525           | 0             | 0.7525            | 0.0      | 0.7525       |
| 0.0103        | 0.1   | 420   | 0.0882          | 0.2822   | 0.5644        | 0.5644           | 0             | 0.5644            | 0.0      | 0.5644       |
| 0.045         | 0.11  | 440   | 0.0837          | 0.2458   | 0.4916        | 0.4916           | 0             | 0.4916            | 0.0      | 0.4916       |
| 0.0239        | 0.12  | 460   | 0.0960          | 0.4065   | 0.8131        | 0.8131           | 0             | 0.8131            | 0.0      | 0.8131       |
| 0.0481        | 0.12  | 480   | 0.0797          | 0.3354   | 0.6708        | 0.6708           | 0             | 0.6708            | 0.0      | 0.6708       |
| 0.0282        | 0.12  | 500   | 0.0629          | 0.3325   | 0.6651        | 0.6651           | 0             | 0.6651            | 0.0      | 0.6651       |
| 0.0462        | 0.13  | 520   | 0.0787          | 0.3908   | 0.7816        | 0.7816           | 0             | 0.7816            | 0.0      | 0.7816       |
| 0.0427        | 0.14  | 540   | 0.0748          | 0.3312   | 0.6625        | 0.6625           | 0             | 0.6625            | 0.0      | 0.6625       |
| 0.0365        | 0.14  | 560   | 0.0746          | 0.2847   | 0.5695        | 0.5695           | 0             | 0.5695            | 0.0      | 0.5695       |
| 0.0431        | 0.14  | 580   | 0.0837          | 0.3805   | 0.7610        | 0.7610           | 0             | 0.7610            | 0.0      | 0.7610       |
| 0.013         | 0.15  | 600   | 0.0716          | 0.3881   | 0.7761        | 0.7761           | 0             | 0.7761            | 0.0      | 0.7761       |
| 0.0096        | 0.15  | 620   | 0.0769          | 0.3802   | 0.7605        | 0.7605           | 0             | 0.7605            | 0.0      | 0.7605       |
| 0.0367        | 0.16  | 640   | 0.0805          | 0.2356   | 0.4713        | 0.4713           | 0             | 0.4713            | 0.0      | 0.4713       |
| 0.086         | 0.17  | 660   | 0.0730          | 0.3081   | 0.6162        | 0.6162           | 0             | 0.6162            | 0.0      | 0.6162       |
| 0.0379        | 0.17  | 680   | 0.0727          | 0.3907   | 0.7815        | 0.7815           | 0             | 0.7815            | 0.0      | 0.7815       |
| 0.0228        | 0.17  | 700   | 0.0758          | 0.2583   | 0.5166        | 0.5166           | 0             | 0.5166            | 0.0      | 0.5166       |
| 0.03          | 0.18  | 720   | 0.0745          | 0.2139   | 0.4279        | 0.4279           | 0             | 0.4279            | 0.0      | 0.4279       |
| 0.0211        | 0.18  | 740   | 0.0542          | 0.3220   | 0.6441        | 0.6441           | 0             | 0.6441            | 0.0      | 0.6441       |
| 0.0343        | 0.19  | 760   | 0.0618          | 0.3857   | 0.7714        | 0.7714           | 0             | 0.7714            | 0.0      | 0.7714       |
| 0.0145        | 0.2   | 780   | 0.0839          | 0.2185   | 0.4371        | 0.4371           | 0             | 0.4371            | 0.0      | 0.4371       |
| 0.0239        | 0.2   | 800   | 0.0583          | 0.3063   | 0.6126        | 0.6126           | 0             | 0.6126            | 0.0      | 0.6126       |
| 0.0338        | 0.2   | 820   | 0.1278          | 0.0589   | 0.1178        | 0.1178           | 0             | 0.1178            | 0.0      | 0.1178       |
| 0.009         | 0.21  | 840   | 0.0566          | 0.3188   | 0.6376        | 0.6376           | 0             | 0.6376            | 0.0      | 0.6376       |
| 0.0072        | 0.21  | 860   | 0.0646          | 0.3872   | 0.7745        | 0.7745           | 0             | 0.7745            | 0.0      | 0.7745       |
| 0.0526        | 0.22  | 880   | 0.0598          | 0.3002   | 0.6005        | 0.6005           | 0             | 0.6005            | 0.0      | 0.6005       |
| 0.0057        | 0.23  | 900   | 0.0729          | 0.2569   | 0.5138        | 0.5138           | 0             | 0.5138            | 0.0      | 0.5138       |
| 0.0405        | 0.23  | 920   | 0.0624          | 0.3650   | 0.7299        | 0.7299           | 0             | 0.7299            | 0.0      | 0.7299       |
| 0.0501        | 0.23  | 940   | 0.0663          | 0.3295   | 0.6589        | 0.6589           | 0             | 0.6589            | 0.0      | 0.6589       |
| 0.0044        | 0.24  | 960   | 0.0677          | 0.3736   | 0.7471        | 0.7471           | 0             | 0.7471            | 0.0      | 0.7471       |
| 0.0371        | 0.24  | 980   | 0.0564          | 0.4100   | 0.8200        | 0.8200           | 0             | 0.8200            | 0.0      | 0.8200       |
| 0.0685        | 0.25  | 1000  | 0.0628          | 0.3961   | 0.7922        | 0.7922           | 0             | 0.7922            | 0.0      | 0.7922       |
| 0.0173        | 0.26  | 1020  | 0.0544          | 0.4103   | 0.8207        | 0.8207           | 0             | 0.8207            | 0.0      | 0.8207       |
| 0.0206        | 0.26  | 1040  | 0.0710          | 0.3315   | 0.6629        | 0.6629           | 0             | 0.6629            | 0.0      | 0.6629       |
| 0.0531        | 0.27  | 1060  | 0.0626          | 0.3801   | 0.7602        | 0.7602           | 0             | 0.7602            | 0.0      | 0.7602       |
| 0.0039        | 0.27  | 1080  | 0.0496          | 0.3548   | 0.7096        | 0.7096           | 0             | 0.7096            | 0.0      | 0.7096       |
| 0.0437        | 0.28  | 1100  | 0.0447          | 0.3750   | 0.7500        | 0.7500           | 0             | 0.7500            | 0.0      | 0.7500       |
| 0.0307        | 0.28  | 1120  | 0.0440          | 0.3722   | 0.7444        | 0.7444           | 0             | 0.7444            | 0.0      | 0.7444       |
| 0.0094        | 0.28  | 1140  | 0.0555          | 0.3227   | 0.6454        | 0.6454           | 0             | 0.6454            | 0.0      | 0.6454       |
| 0.0128        | 0.29  | 1160  | 0.0560          | 0.4210   | 0.8421        | 0.8421           | 0             | 0.8421            | 0.0      | 0.8421       |
| 0.0054        | 0.29  | 1180  | 0.0590          | 0.3126   | 0.6251        | 0.6251           | 0             | 0.6251            | 0.0      | 0.6251       |
| 0.0044        | 0.3   | 1200  | 0.0481          | 0.3290   | 0.6581        | 0.6581           | 0             | 0.6581            | 0.0      | 0.6581       |
| 0.0156        | 0.3   | 1220  | 0.0497          | 0.3050   | 0.6100        | 0.6100           | 0             | 0.6100            | 0.0      | 0.6100       |
| 0.0154        | 0.31  | 1240  | 0.0467          | 0.4135   | 0.8271        | 0.8271           | 0             | 0.8271            | 0.0      | 0.8271       |
| 0.0066        | 0.32  | 1260  | 0.0414          | 0.3998   | 0.7996        | 0.7996           | 0             | 0.7996            | 0.0      | 0.7996       |
| 0.0095        | 0.32  | 1280  | 0.0440          | 0.3148   | 0.6295        | 0.6295           | 0             | 0.6295            | 0.0      | 0.6295       |
| 0.0295        | 0.33  | 1300  | 0.0404          | 0.3751   | 0.7501        | 0.7501           | 0             | 0.7501            | 0.0      | 0.7501       |
| 0.0291        | 0.33  | 1320  | 0.0480          | 0.4061   | 0.8121        | 0.8121           | 0             | 0.8121            | 0.0      | 0.8121       |
| 0.0155        | 0.34  | 1340  | 0.0471          | 0.3720   | 0.7440        | 0.7440           | 0             | 0.7440            | 0.0      | 0.7440       |
| 0.0308        | 0.34  | 1360  | 0.0412          | 0.4076   | 0.8152        | 0.8152           | 0             | 0.8152            | 0.0      | 0.8152       |
| 0.0171        | 0.34  | 1380  | 0.0389          | 0.3109   | 0.6219        | 0.6219           | 0             | 0.6219            | 0.0      | 0.6219       |
| 0.004         | 0.35  | 1400  | 0.0426          | 0.3646   | 0.7291        | 0.7291           | 0             | 0.7291            | 0.0      | 0.7291       |
| 0.0037        | 0.35  | 1420  | 0.0413          | 0.3760   | 0.7521        | 0.7521           | 0             | 0.7521            | 0.0      | 0.7521       |
| 0.0263        | 0.36  | 1440  | 0.0388          | 0.4077   | 0.8154        | 0.8154           | 0             | 0.8154            | 0.0      | 0.8154       |
| 0.0038        | 0.36  | 1460  | 0.0369          | 0.3873   | 0.7747        | 0.7747           | 0             | 0.7747            | 0.0      | 0.7747       |
| 0.0793        | 0.37  | 1480  | 0.0407          | 0.3635   | 0.7271        | 0.7271           | 0             | 0.7271            | 0.0      | 0.7271       |
| 0.0106        | 0.38  | 1500  | 0.0441          | 0.4350   | 0.8700        | 0.8700           | 0             | 0.8700            | 0.0      | 0.8700       |
| 0.057         | 0.38  | 1520  | 0.0520          | 0.4365   | 0.8730        | 0.8730           | 0             | 0.8730            | 0.0      | 0.8730       |
| 0.1651        | 0.39  | 1540  | 0.0476          | 0.3518   | 0.7035        | 0.7035           | 0             | 0.7035            | 0.0      | 0.7035       |
| 0.0194        | 0.39  | 1560  | 0.0508          | 0.4092   | 0.8185        | 0.8185           | 0             | 0.8185            | 0.0      | 0.8185       |
| 0.0175        | 0.4   | 1580  | 0.0357          | 0.3900   | 0.7799        | 0.7799           | 0             | 0.7799            | 0.0      | 0.7799       |
| 0.0345        | 0.4   | 1600  | 0.0408          | 0.3883   | 0.7765        | 0.7765           | 0             | 0.7765            | 0.0      | 0.7765       |
| 0.0036        | 0.41  | 1620  | 0.0352          | 0.3973   | 0.7947        | 0.7947           | 0             | 0.7947            | 0.0      | 0.7947       |
| 0.0293        | 0.41  | 1640  | 0.0358          | 0.4195   | 0.8391        | 0.8391           | 0             | 0.8391            | 0.0      | 0.8391       |
| 0.0048        | 0.41  | 1660  | 0.0392          | 0.3770   | 0.7541        | 0.7541           | 0             | 0.7541            | 0.0      | 0.7541       |
| 0.0147        | 0.42  | 1680  | 0.0368          | 0.4275   | 0.8550        | 0.8550           | 0             | 0.8550            | 0.0      | 0.8550       |
| 0.0185        | 0.42  | 1700  | 0.0355          | 0.3608   | 0.7217        | 0.7217           | 0             | 0.7217            | 0.0      | 0.7217       |
| 0.0416        | 0.43  | 1720  | 0.0365          | 0.4018   | 0.8037        | 0.8037           | 0             | 0.8037            | 0.0      | 0.8037       |
| 0.6987        | 0.43  | 1740  | 0.0374          | 0.4013   | 0.8025        | 0.8025           | 0             | 0.8025            | 0.0      | 0.8025       |
| 0.0423        | 0.44  | 1760  | 0.0398          | 0.4035   | 0.8070        | 0.8070           | 0             | 0.8070            | 0.0      | 0.8070       |
| 0.0272        | 0.45  | 1780  | 0.0393          | 0.3845   | 0.7690        | 0.7690           | 0             | 0.7690            | 0.0      | 0.7690       |
| 0.0605        | 0.45  | 1800  | 0.0371          | 0.3708   | 0.7417        | 0.7417           | 0             | 0.7417            | 0.0      | 0.7417       |
| 0.0266        | 0.46  | 1820  | 0.0444          | 0.4486   | 0.8973        | 0.8973           | 0             | 0.8973            | 0.0      | 0.8973       |
| 0.0181        | 0.46  | 1840  | 0.0335          | 0.3850   | 0.7701        | 0.7701           | 0             | 0.7701            | 0.0      | 0.7701       |
| 0.0283        | 0.47  | 1860  | 0.0357          | 0.4047   | 0.8094        | 0.8094           | 0             | 0.8094            | 0.0      | 0.8094       |
| 0.0572        | 0.47  | 1880  | 0.0332          | 0.3970   | 0.7940        | 0.7940           | 0             | 0.7940            | 0.0      | 0.7940       |
| 0.0368        | 0.47  | 1900  | 0.0289          | 0.3951   | 0.7902        | 0.7902           | 0             | 0.7902            | 0.0      | 0.7902       |
| 0.0316        | 0.48  | 1920  | 0.0292          | 0.3848   | 0.7697        | 0.7697           | 0             | 0.7697            | 0.0      | 0.7697       |
| 0.0112        | 0.48  | 1940  | 0.0324          | 0.3848   | 0.7696        | 0.7696           | 0             | 0.7696            | 0.0      | 0.7696       |
| 0.0127        | 0.49  | 1960  | 0.0357          | 0.4313   | 0.8625        | 0.8625           | 0             | 0.8625            | 0.0      | 0.8625       |
| 0.0096        | 0.49  | 1980  | 0.0330          | 0.3824   | 0.7648        | 0.7648           | 0             | 0.7648            | 0.0      | 0.7648       |
| 0.04          | 0.5   | 2000  | 0.0570          | 0.4114   | 0.8228        | 0.8228           | 0             | 0.8228            | 0.0      | 0.8228       |
| 0.0049        | 0.51  | 2020  | 0.0369          | 0.3832   | 0.7663        | 0.7663           | 0             | 0.7663            | 0.0      | 0.7663       |
| 0.0147        | 0.51  | 2040  | 0.0343          | 0.3966   | 0.7931        | 0.7931           | 0             | 0.7931            | 0.0      | 0.7931       |
| 0.0115        | 0.52  | 2060  | 0.0340          | 0.4060   | 0.8120        | 0.8120           | 0             | 0.8120            | 0.0      | 0.8120       |
| 0.0075        | 0.52  | 2080  | 0.0340          | 0.4117   | 0.8233        | 0.8233           | 0             | 0.8233            | 0.0      | 0.8233       |
| 0.0806        | 0.53  | 2100  | 0.0421          | 0.3792   | 0.7584        | 0.7584           | 0             | 0.7584            | 0.0      | 0.7584       |
| 0.0168        | 0.53  | 2120  | 0.0395          | 0.4166   | 0.8333        | 0.8333           | 0             | 0.8333            | 0.0      | 0.8333       |
| 0.0024        | 0.54  | 2140  | 0.0406          | 0.3218   | 0.6435        | 0.6435           | 0             | 0.6435            | 0.0      | 0.6435       |
| 0.0078        | 0.54  | 2160  | 0.0326          | 0.3828   | 0.7657        | 0.7657           | 0             | 0.7657            | 0.0      | 0.7657       |
| 0.0268        | 0.55  | 2180  | 0.0287          | 0.4233   | 0.8467        | 0.8467           | 0             | 0.8467            | 0.0      | 0.8467       |
| 0.0248        | 0.55  | 2200  | 0.0295          | 0.4103   | 0.8207        | 0.8207           | 0             | 0.8207            | 0.0      | 0.8207       |
| 0.013         | 0.56  | 2220  | 0.0357          | 0.3595   | 0.7190        | 0.7190           | 0             | 0.7190            | 0.0      | 0.7190       |
| 0.0249        | 0.56  | 2240  | 0.0326          | 0.3931   | 0.7862        | 0.7862           | 0             | 0.7862            | 0.0      | 0.7862       |
| 0.0625        | 0.56  | 2260  | 0.0307          | 0.3953   | 0.7907        | 0.7907           | 0             | 0.7907            | 0.0      | 0.7907       |
| 0.0049        | 0.57  | 2280  | 0.0323          | 0.3979   | 0.7958        | 0.7958           | 0             | 0.7958            | 0.0      | 0.7958       |
| 0.0082        | 0.57  | 2300  | 0.0331          | 0.4063   | 0.8126        | 0.8126           | 0             | 0.8126            | 0.0      | 0.8126       |
| 0.0282        | 0.58  | 2320  | 0.0340          | 0.3811   | 0.7622        | 0.7622           | 0             | 0.7622            | 0.0      | 0.7622       |
| 0.0307        | 0.58  | 2340  | 0.0356          | 0.4012   | 0.8024        | 0.8024           | 0             | 0.8024            | 0.0      | 0.8024       |
| 0.0114        | 0.59  | 2360  | 0.0335          | 0.3678   | 0.7356        | 0.7356           | 0             | 0.7356            | 0.0      | 0.7356       |
| 0.0064        | 0.59  | 2380  | 0.0325          | 0.4073   | 0.8147        | 0.8147           | 0             | 0.8147            | 0.0      | 0.8147       |
| 0.0399        | 0.6   | 2400  | 0.0319          | 0.4113   | 0.8225        | 0.8225           | 0             | 0.8225            | 0.0      | 0.8225       |
| 0.0122        | 0.6   | 2420  | 0.0300          | 0.3949   | 0.7897        | 0.7897           | 0             | 0.7897            | 0.0      | 0.7897       |
| 0.0082        | 0.61  | 2440  | 0.0342          | 0.4064   | 0.8129        | 0.8129           | 0             | 0.8129            | 0.0      | 0.8129       |
| 0.0133        | 0.61  | 2460  | 0.0338          | 0.3767   | 0.7534        | 0.7534           | 0             | 0.7534            | 0.0      | 0.7534       |
| 0.0065        | 0.62  | 2480  | 0.0387          | 0.3430   | 0.6861        | 0.6861           | 0             | 0.6861            | 0.0      | 0.6861       |
| 0.005         | 0.62  | 2500  | 0.0323          | 0.4169   | 0.8338        | 0.8338           | 0             | 0.8338            | 0.0      | 0.8338       |
| 0.0547        | 0.63  | 2520  | 0.0339          | 0.3807   | 0.7614        | 0.7614           | 0             | 0.7614            | 0.0      | 0.7614       |
| 0.0234        | 0.64  | 2540  | 0.0314          | 0.3958   | 0.7915        | 0.7915           | 0             | 0.7915            | 0.0      | 0.7915       |
| 0.1116        | 0.64  | 2560  | 0.0381          | 0.3175   | 0.6350        | 0.6350           | 0             | 0.6350            | 0.0      | 0.6350       |
| 0.0215        | 0.65  | 2580  | 0.0311          | 0.4155   | 0.8310        | 0.8310           | 0             | 0.8310            | 0.0      | 0.8310       |
| 0.0115        | 0.65  | 2600  | 0.0364          | 0.4316   | 0.8633        | 0.8633           | 0             | 0.8633            | 0.0      | 0.8633       |
| 0.0128        | 0.66  | 2620  | 0.0307          | 0.3911   | 0.7822        | 0.7822           | 0             | 0.7822            | 0.0      | 0.7822       |
| 0.0258        | 0.66  | 2640  | 0.0327          | 0.3413   | 0.6827        | 0.6827           | 0             | 0.6827            | 0.0      | 0.6827       |
| 0.0221        | 0.67  | 2660  | 0.0313          | 0.3929   | 0.7858        | 0.7858           | 0             | 0.7858            | 0.0      | 0.7858       |
| 0.0383        | 0.67  | 2680  | 0.0382          | 0.4442   | 0.8883        | 0.8883           | 0             | 0.8883            | 0.0      | 0.8883       |
| 0.0096        | 0.68  | 2700  | 0.0320          | 0.3947   | 0.7894        | 0.7894           | 0             | 0.7894            | 0.0      | 0.7894       |
| 0.0735        | 0.68  | 2720  | 0.0313          | 0.3720   | 0.7439        | 0.7439           | 0             | 0.7439            | 0.0      | 0.7439       |
| 0.0131        | 0.69  | 2740  | 0.0354          | 0.4147   | 0.8293        | 0.8293           | 0             | 0.8293            | 0.0      | 0.8293       |
| 0.0098        | 0.69  | 2760  | 0.0317          | 0.3691   | 0.7382        | 0.7382           | 0             | 0.7382            | 0.0      | 0.7382       |
| 0.0221        | 0.69  | 2780  | 0.0332          | 0.4307   | 0.8614        | 0.8614           | 0             | 0.8614            | 0.0      | 0.8614       |
| 0.0088        | 0.7   | 2800  | 0.0359          | 0.3739   | 0.7477        | 0.7477           | 0             | 0.7477            | 0.0      | 0.7477       |
| 0.0186        | 0.7   | 2820  | 0.0326          | 0.4197   | 0.8393        | 0.8393           | 0             | 0.8393            | 0.0      | 0.8393       |
| 0.0384        | 0.71  | 2840  | 0.0311          | 0.3732   | 0.7465        | 0.7465           | 0             | 0.7465            | 0.0      | 0.7465       |
| 0.0051        | 0.71  | 2860  | 0.0304          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.0161        | 0.72  | 2880  | 0.0289          | 0.4257   | 0.8513        | 0.8513           | 0             | 0.8513            | 0.0      | 0.8513       |
| 0.0203        | 0.72  | 2900  | 0.0297          | 0.3803   | 0.7606        | 0.7606           | 0             | 0.7606            | 0.0      | 0.7606       |
| 0.073         | 0.73  | 2920  | 0.0323          | 0.4283   | 0.8566        | 0.8566           | 0             | 0.8566            | 0.0      | 0.8566       |
| 0.0175        | 0.73  | 2940  | 0.0304          | 0.3816   | 0.7632        | 0.7632           | 0             | 0.7632            | 0.0      | 0.7632       |
| 0.0521        | 0.74  | 2960  | 0.0318          | 0.3674   | 0.7349        | 0.7349           | 0             | 0.7349            | 0.0      | 0.7349       |
| 0.0245        | 0.74  | 2980  | 0.0338          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0484        | 0.75  | 3000  | 0.0396          | 0.3929   | 0.7858        | 0.7858           | 0             | 0.7858            | 0.0      | 0.7858       |
| 0.0173        | 0.76  | 3020  | 0.0315          | 0.3739   | 0.7477        | 0.7477           | 0             | 0.7477            | 0.0      | 0.7477       |
| 0.0015        | 0.76  | 3040  | 0.0332          | 0.4144   | 0.8287        | 0.8287           | 0             | 0.8287            | 0.0      | 0.8287       |
| 0.0147        | 0.77  | 3060  | 0.0308          | 0.4103   | 0.8206        | 0.8206           | 0             | 0.8206            | 0.0      | 0.8206       |
| 0.014         | 0.77  | 3080  | 0.0289          | 0.3964   | 0.7929        | 0.7929           | 0             | 0.7929            | 0.0      | 0.7929       |
| 0.005         | 0.78  | 3100  | 0.0293          | 0.4181   | 0.8361        | 0.8361           | 0             | 0.8361            | 0.0      | 0.8361       |
| 0.0054        | 0.78  | 3120  | 0.0290          | 0.4003   | 0.8005        | 0.8005           | 0             | 0.8005            | 0.0      | 0.8005       |
| 0.0012        | 0.79  | 3140  | 0.0329          | 0.4340   | 0.8679        | 0.8679           | 0             | 0.8679            | 0.0      | 0.8679       |
| 0.0155        | 0.79  | 3160  | 0.0295          | 0.3905   | 0.7811        | 0.7811           | 0             | 0.7811            | 0.0      | 0.7811       |
| 0.0112        | 0.8   | 3180  | 0.0295          | 0.4029   | 0.8059        | 0.8059           | 0             | 0.8059            | 0.0      | 0.8059       |
| 0.0257        | 0.8   | 3200  | 0.0311          | 0.3954   | 0.7908        | 0.7908           | 0             | 0.7908            | 0.0      | 0.7908       |
| 0.0118        | 0.81  | 3220  | 0.0323          | 0.4320   | 0.8640        | 0.8640           | 0             | 0.8640            | 0.0      | 0.8640       |
| 0.0164        | 0.81  | 3240  | 0.0301          | 0.4167   | 0.8334        | 0.8334           | 0             | 0.8334            | 0.0      | 0.8334       |
| 0.0047        | 0.81  | 3260  | 0.0315          | 0.4272   | 0.8543        | 0.8543           | 0             | 0.8543            | 0.0      | 0.8543       |
| 0.0056        | 0.82  | 3280  | 0.0282          | 0.3546   | 0.7093        | 0.7093           | 0             | 0.7093            | 0.0      | 0.7093       |
| 0.0051        | 0.82  | 3300  | 0.0272          | 0.4208   | 0.8416        | 0.8416           | 0             | 0.8416            | 0.0      | 0.8416       |
| 0.0133        | 0.83  | 3320  | 0.0262          | 0.4057   | 0.8113        | 0.8113           | 0             | 0.8113            | 0.0      | 0.8113       |
| 0.0148        | 0.83  | 3340  | 0.0269          | 0.4010   | 0.8020        | 0.8020           | 0             | 0.8020            | 0.0      | 0.8020       |
| 0.0201        | 0.84  | 3360  | 0.0289          | 0.4316   | 0.8631        | 0.8631           | 0             | 0.8631            | 0.0      | 0.8631       |
| 0.0149        | 0.84  | 3380  | 0.0291          | 0.3993   | 0.7986        | 0.7986           | 0             | 0.7986            | 0.0      | 0.7986       |
| 0.0334        | 0.85  | 3400  | 0.0306          | 0.4348   | 0.8696        | 0.8696           | 0             | 0.8696            | 0.0      | 0.8696       |
| 0.0048        | 0.85  | 3420  | 0.0316          | 0.3603   | 0.7207        | 0.7207           | 0             | 0.7207            | 0.0      | 0.7207       |
| 0.0265        | 0.86  | 3440  | 0.0281          | 0.4053   | 0.8106        | 0.8106           | 0             | 0.8106            | 0.0      | 0.8106       |
| 0.0119        | 0.86  | 3460  | 0.0327          | 0.3441   | 0.6881        | 0.6881           | 0             | 0.6881            | 0.0      | 0.6881       |
| 0.0758        | 0.87  | 3480  | 0.0271          | 0.4105   | 0.8209        | 0.8209           | 0             | 0.8209            | 0.0      | 0.8209       |
| 0.0128        | 0.88  | 3500  | 0.0271          | 0.4220   | 0.8441        | 0.8441           | 0             | 0.8441            | 0.0      | 0.8441       |
| 0.0237        | 0.88  | 3520  | 0.0274          | 0.4160   | 0.8320        | 0.8320           | 0             | 0.8320            | 0.0      | 0.8320       |
| 0.0207        | 0.89  | 3540  | 0.0257          | 0.3978   | 0.7956        | 0.7956           | 0             | 0.7956            | 0.0      | 0.7956       |
| 0.0061        | 0.89  | 3560  | 0.0262          | 0.3959   | 0.7918        | 0.7918           | 0             | 0.7918            | 0.0      | 0.7918       |
| 0.0129        | 0.9   | 3580  | 0.0265          | 0.4004   | 0.8009        | 0.8009           | 0             | 0.8009            | 0.0      | 0.8009       |
| 0.0114        | 0.9   | 3600  | 0.0275          | 0.4070   | 0.8140        | 0.8140           | 0             | 0.8140            | 0.0      | 0.8140       |
| 0.0374        | 0.91  | 3620  | 0.0312          | 0.4318   | 0.8635        | 0.8635           | 0             | 0.8635            | 0.0      | 0.8635       |
| 0.0122        | 0.91  | 3640  | 0.0271          | 0.3678   | 0.7355        | 0.7355           | 0             | 0.7355            | 0.0      | 0.7355       |
| 0.0199        | 0.92  | 3660  | 0.0266          | 0.4259   | 0.8518        | 0.8518           | 0             | 0.8518            | 0.0      | 0.8518       |
| 0.0097        | 0.92  | 3680  | 0.0255          | 0.3968   | 0.7936        | 0.7936           | 0             | 0.7936            | 0.0      | 0.7936       |
| 0.0061        | 0.93  | 3700  | 0.0283          | 0.4337   | 0.8673        | 0.8673           | 0             | 0.8673            | 0.0      | 0.8673       |
| 0.0058        | 0.93  | 3720  | 0.0262          | 0.3772   | 0.7545        | 0.7545           | 0             | 0.7545            | 0.0      | 0.7545       |
| 0.0221        | 0.94  | 3740  | 0.0283          | 0.4131   | 0.8263        | 0.8263           | 0             | 0.8263            | 0.0      | 0.8263       |
| 0.018         | 0.94  | 3760  | 0.0255          | 0.3953   | 0.7906        | 0.7906           | 0             | 0.7906            | 0.0      | 0.7906       |
| 0.0094        | 0.94  | 3780  | 0.0267          | 0.4129   | 0.8258        | 0.8258           | 0             | 0.8258            | 0.0      | 0.8258       |
| 0.0266        | 0.95  | 3800  | 0.0251          | 0.4024   | 0.8049        | 0.8049           | 0             | 0.8049            | 0.0      | 0.8049       |
| 0.0199        | 0.95  | 3820  | 0.0268          | 0.4048   | 0.8095        | 0.8095           | 0             | 0.8095            | 0.0      | 0.8095       |
| 0.0482        | 0.96  | 3840  | 0.0279          | 0.4079   | 0.8158        | 0.8158           | 0             | 0.8158            | 0.0      | 0.8158       |
| 0.0119        | 0.96  | 3860  | 0.0292          | 0.3733   | 0.7467        | 0.7467           | 0             | 0.7467            | 0.0      | 0.7467       |
| 0.0364        | 0.97  | 3880  | 0.0279          | 0.4272   | 0.8544        | 0.8544           | 0             | 0.8544            | 0.0      | 0.8544       |
| 0.0432        | 0.97  | 3900  | 0.0283          | 0.4249   | 0.8498        | 0.8498           | 0             | 0.8498            | 0.0      | 0.8498       |
| 0.0124        | 0.98  | 3920  | 0.0300          | 0.4371   | 0.8741        | 0.8741           | 0             | 0.8741            | 0.0      | 0.8741       |
| 0.0051        | 0.98  | 3940  | 0.0290          | 0.4057   | 0.8114        | 0.8114           | 0             | 0.8114            | 0.0      | 0.8114       |
| 0.0048        | 0.99  | 3960  | 0.0271          | 0.4212   | 0.8423        | 0.8423           | 0             | 0.8423            | 0.0      | 0.8423       |
| 0.0155        | 0.99  | 3980  | 0.0316          | 0.4002   | 0.8004        | 0.8004           | 0             | 0.8004            | 0.0      | 0.8004       |
| 0.021         | 1.0   | 4000  | 0.0369          | 0.4362   | 0.8724        | 0.8724           | 0             | 0.8724            | 0.0      | 0.8724       |
| 0.022         | 1.0   | 4020  | 0.0295          | 0.4042   | 0.8084        | 0.8084           | 0             | 0.8084            | 0.0      | 0.8084       |
| 0.0023        | 1.01  | 4040  | 0.0301          | 0.4203   | 0.8407        | 0.8407           | 0             | 0.8407            | 0.0      | 0.8407       |
| 0.0052        | 1.01  | 4060  | 0.0291          | 0.4057   | 0.8114        | 0.8114           | 0             | 0.8114            | 0.0      | 0.8114       |
| 0.0046        | 1.02  | 4080  | 0.0283          | 0.3985   | 0.7970        | 0.7970           | 0             | 0.7970            | 0.0      | 0.7970       |
| 0.0119        | 1.02  | 4100  | 0.0301          | 0.3844   | 0.7688        | 0.7688           | 0             | 0.7688            | 0.0      | 0.7688       |
| 0.0123        | 1.03  | 4120  | 0.0299          | 0.3966   | 0.7932        | 0.7932           | 0             | 0.7932            | 0.0      | 0.7932       |
| 0.0097        | 1.03  | 4140  | 0.0300          | 0.3914   | 0.7828        | 0.7828           | 0             | 0.7828            | 0.0      | 0.7828       |
| 0.0187        | 1.04  | 4160  | 0.0278          | 0.4304   | 0.8607        | 0.8607           | 0             | 0.8607            | 0.0      | 0.8607       |
| 0.0315        | 1.04  | 4180  | 0.0279          | 0.4016   | 0.8031        | 0.8031           | 0             | 0.8031            | 0.0      | 0.8031       |
| 0.0076        | 1.05  | 4200  | 0.0341          | 0.3701   | 0.7402        | 0.7402           | 0             | 0.7402            | 0.0      | 0.7402       |
| 0.0038        | 1.05  | 4220  | 0.0276          | 0.4202   | 0.8405        | 0.8405           | 0             | 0.8405            | 0.0      | 0.8405       |
| 0.014         | 1.06  | 4240  | 0.0274          | 0.4218   | 0.8435        | 0.8435           | 0             | 0.8435            | 0.0      | 0.8435       |
| 0.0095        | 1.06  | 4260  | 0.0277          | 0.4308   | 0.8617        | 0.8617           | 0             | 0.8617            | 0.0      | 0.8617       |
| 0.982         | 1.07  | 4280  | 0.0281          | 0.3982   | 0.7963        | 0.7963           | 0             | 0.7963            | 0.0      | 0.7963       |
| 0.0277        | 1.07  | 4300  | 0.0305          | 0.3825   | 0.7651        | 0.7651           | 0             | 0.7651            | 0.0      | 0.7651       |
| 0.0239        | 1.08  | 4320  | 0.0295          | 0.4172   | 0.8344        | 0.8344           | 0             | 0.8344            | 0.0      | 0.8344       |
| 0.019         | 1.08  | 4340  | 0.0284          | 0.3915   | 0.7830        | 0.7830           | 0             | 0.7830            | 0.0      | 0.7830       |
| 0.0131        | 1.09  | 4360  | 0.0276          | 0.3803   | 0.7606        | 0.7606           | 0             | 0.7606            | 0.0      | 0.7606       |
| 0.0196        | 1.09  | 4380  | 0.0284          | 0.4211   | 0.8422        | 0.8422           | 0             | 0.8422            | 0.0      | 0.8422       |
| 0.0242        | 1.1   | 4400  | 0.0281          | 0.3967   | 0.7935        | 0.7935           | 0             | 0.7935            | 0.0      | 0.7935       |
| 0.0636        | 1.1   | 4420  | 0.0314          | 0.4396   | 0.8792        | 0.8792           | 0             | 0.8792            | 0.0      | 0.8792       |
| 0.0081        | 1.11  | 4440  | 0.0266          | 0.4078   | 0.8157        | 0.8157           | 0             | 0.8157            | 0.0      | 0.8157       |
| 0.0034        | 1.11  | 4460  | 0.0302          | 0.3521   | 0.7043        | 0.7043           | 0             | 0.7043            | 0.0      | 0.7043       |
| 0.0146        | 1.12  | 4480  | 0.0333          | 0.4120   | 0.8240        | 0.8240           | 0             | 0.8240            | 0.0      | 0.8240       |
| 0.0375        | 1.12  | 4500  | 0.0302          | 0.3908   | 0.7815        | 0.7815           | 0             | 0.7815            | 0.0      | 0.7815       |
| 0.0035        | 1.13  | 4520  | 0.0302          | 0.4196   | 0.8392        | 0.8392           | 0             | 0.8392            | 0.0      | 0.8392       |
| 0.007         | 1.14  | 4540  | 0.0311          | 0.3889   | 0.7778        | 0.7778           | 0             | 0.7778            | 0.0      | 0.7778       |
| 0.0063        | 1.14  | 4560  | 0.0318          | 0.3963   | 0.7926        | 0.7926           | 0             | 0.7926            | 0.0      | 0.7926       |
| 0.0195        | 1.15  | 4580  | 0.0296          | 0.3929   | 0.7859        | 0.7859           | 0             | 0.7859            | 0.0      | 0.7859       |
| 0.0271        | 1.15  | 4600  | 0.0315          | 0.4263   | 0.8526        | 0.8526           | 0             | 0.8526            | 0.0      | 0.8526       |
| 0.0344        | 1.16  | 4620  | 0.0280          | 0.3832   | 0.7664        | 0.7664           | 0             | 0.7664            | 0.0      | 0.7664       |
| 0.0305        | 1.16  | 4640  | 0.0260          | 0.4032   | 0.8063        | 0.8063           | 0             | 0.8063            | 0.0      | 0.8063       |
| 0.2884        | 1.17  | 4660  | 0.0278          | 0.4182   | 0.8363        | 0.8363           | 0             | 0.8363            | 0.0      | 0.8363       |
| 0.0069        | 1.17  | 4680  | 0.0289          | 0.3809   | 0.7619        | 0.7619           | 0             | 0.7619            | 0.0      | 0.7619       |
| 0.0513        | 1.18  | 4700  | 0.0280          | 0.4118   | 0.8237        | 0.8237           | 0             | 0.8237            | 0.0      | 0.8237       |
| 0.0124        | 1.18  | 4720  | 0.0294          | 0.3610   | 0.7219        | 0.7219           | 0             | 0.7219            | 0.0      | 0.7219       |
| 0.0867        | 1.19  | 4740  | 0.0338          | 0.4466   | 0.8932        | 0.8932           | 0             | 0.8932            | 0.0      | 0.8932       |
| 0.0059        | 1.19  | 4760  | 0.0302          | 0.4172   | 0.8345        | 0.8345           | 0             | 0.8345            | 0.0      | 0.8345       |
| 0.0067        | 1.2   | 4780  | 0.0292          | 0.4079   | 0.8158        | 0.8158           | 0             | 0.8158            | 0.0      | 0.8158       |
| 0.0602        | 1.2   | 4800  | 0.0284          | 0.4186   | 0.8371        | 0.8371           | 0             | 0.8371            | 0.0      | 0.8371       |
| 0.0003        | 1.21  | 4820  | 0.0299          | 0.4058   | 0.8115        | 0.8115           | 0             | 0.8115            | 0.0      | 0.8115       |
| 0.0373        | 1.21  | 4840  | 0.0280          | 0.4043   | 0.8086        | 0.8086           | 0             | 0.8086            | 0.0      | 0.8086       |
| 0.0311        | 1.22  | 4860  | 0.0345          | 0.3892   | 0.7783        | 0.7783           | 0             | 0.7783            | 0.0      | 0.7783       |
| 0.022         | 1.22  | 4880  | 0.0305          | 0.4243   | 0.8485        | 0.8485           | 0             | 0.8485            | 0.0      | 0.8485       |
| 0.0105        | 1.23  | 4900  | 0.0275          | 0.4113   | 0.8226        | 0.8226           | 0             | 0.8226            | 0.0      | 0.8226       |
| 0.0319        | 1.23  | 4920  | 0.0272          | 0.4146   | 0.8291        | 0.8291           | 0             | 0.8291            | 0.0      | 0.8291       |
| 0.023         | 1.23  | 4940  | 0.0290          | 0.4314   | 0.8629        | 0.8629           | 0             | 0.8629            | 0.0      | 0.8629       |
| 0.001         | 1.24  | 4960  | 0.0287          | 0.4124   | 0.8248        | 0.8248           | 0             | 0.8248            | 0.0      | 0.8248       |
| 0.0274        | 1.25  | 4980  | 0.0285          | 0.4402   | 0.8804        | 0.8804           | 0             | 0.8804            | 0.0      | 0.8804       |
| 0.022         | 1.25  | 5000  | 0.0285          | 0.4321   | 0.8643        | 0.8643           | 0             | 0.8643            | 0.0      | 0.8643       |
| 0.0029        | 1.25  | 5020  | 0.0296          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.0227        | 1.26  | 5040  | 0.0287          | 0.4146   | 0.8293        | 0.8293           | 0             | 0.8293            | 0.0      | 0.8293       |
| 0.0138        | 1.27  | 5060  | 0.0276          | 0.4092   | 0.8184        | 0.8184           | 0             | 0.8184            | 0.0      | 0.8184       |
| 0.0057        | 1.27  | 5080  | 0.0285          | 0.3968   | 0.7935        | 0.7935           | 0             | 0.7935            | 0.0      | 0.7935       |
| 0.0064        | 1.27  | 5100  | 0.0289          | 0.4018   | 0.8036        | 0.8036           | 0             | 0.8036            | 0.0      | 0.8036       |
| 0.0117        | 1.28  | 5120  | 0.0259          | 0.3939   | 0.7878        | 0.7878           | 0             | 0.7878            | 0.0      | 0.7878       |
| 0.0107        | 1.28  | 5140  | 0.0299          | 0.3733   | 0.7467        | 0.7467           | 0             | 0.7467            | 0.0      | 0.7467       |
| 0.049         | 1.29  | 5160  | 0.0308          | 0.4260   | 0.8520        | 0.8520           | 0             | 0.8520            | 0.0      | 0.8520       |
| 0.0152        | 1.29  | 5180  | 0.0303          | 0.4130   | 0.8261        | 0.8261           | 0             | 0.8261            | 0.0      | 0.8261       |
| 0.0141        | 1.3   | 5200  | 0.0283          | 0.3902   | 0.7804        | 0.7804           | 0             | 0.7804            | 0.0      | 0.7804       |
| 0.0027        | 1.3   | 5220  | 0.0300          | 0.3815   | 0.7630        | 0.7630           | 0             | 0.7630            | 0.0      | 0.7630       |
| 0.0195        | 1.31  | 5240  | 0.0283          | 0.4073   | 0.8146        | 0.8146           | 0             | 0.8146            | 0.0      | 0.8146       |
| 0.0226        | 1.31  | 5260  | 0.0283          | 0.4076   | 0.8153        | 0.8153           | 0             | 0.8153            | 0.0      | 0.8153       |
| 0.0089        | 1.32  | 5280  | 0.0284          | 0.4240   | 0.8479        | 0.8479           | 0             | 0.8479            | 0.0      | 0.8479       |
| 0.016         | 1.32  | 5300  | 0.0282          | 0.4209   | 0.8418        | 0.8418           | 0             | 0.8418            | 0.0      | 0.8418       |
| 0.0239        | 1.33  | 5320  | 0.0261          | 0.3951   | 0.7902        | 0.7902           | 0             | 0.7902            | 0.0      | 0.7902       |
| 0.0195        | 1.33  | 5340  | 0.0259          | 0.4052   | 0.8105        | 0.8105           | 0             | 0.8105            | 0.0      | 0.8105       |
| 0.0013        | 1.34  | 5360  | 0.0275          | 0.3912   | 0.7825        | 0.7825           | 0             | 0.7825            | 0.0      | 0.7825       |
| 0.0072        | 1.34  | 5380  | 0.0262          | 0.4227   | 0.8454        | 0.8454           | 0             | 0.8454            | 0.0      | 0.8454       |
| 0.0583        | 1.35  | 5400  | 0.0268          | 0.4100   | 0.8201        | 0.8201           | 0             | 0.8201            | 0.0      | 0.8201       |
| 0.0041        | 1.35  | 5420  | 0.0285          | 0.4122   | 0.8243        | 0.8243           | 0             | 0.8243            | 0.0      | 0.8243       |
| 0.0176        | 1.36  | 5440  | 0.0269          | 0.3979   | 0.7959        | 0.7959           | 0             | 0.7959            | 0.0      | 0.7959       |
| 0.0201        | 1.36  | 5460  | 0.0320          | 0.4070   | 0.8139        | 0.8139           | 0             | 0.8139            | 0.0      | 0.8139       |
| 0.0107        | 1.37  | 5480  | 0.0284          | 0.3951   | 0.7902        | 0.7902           | 0             | 0.7902            | 0.0      | 0.7902       |
| 0.0045        | 1.38  | 5500  | 0.0294          | 0.4260   | 0.8520        | 0.8520           | 0             | 0.8520            | 0.0      | 0.8520       |
| 0.0141        | 1.38  | 5520  | 0.0301          | 0.3749   | 0.7497        | 0.7497           | 0             | 0.7497            | 0.0      | 0.7497       |
| 0.0237        | 1.39  | 5540  | 0.0265          | 0.3718   | 0.7436        | 0.7436           | 0             | 0.7436            | 0.0      | 0.7436       |
| 0.0389        | 1.39  | 5560  | 0.0245          | 0.4098   | 0.8196        | 0.8196           | 0             | 0.8196            | 0.0      | 0.8196       |
| 0.0093        | 1.4   | 5580  | 0.0238          | 0.4220   | 0.8441        | 0.8441           | 0             | 0.8441            | 0.0      | 0.8441       |
| 0.0337        | 1.4   | 5600  | 0.0247          | 0.3781   | 0.7563        | 0.7563           | 0             | 0.7563            | 0.0      | 0.7563       |
| 0.0081        | 1.41  | 5620  | 0.0254          | 0.4218   | 0.8436        | 0.8436           | 0             | 0.8436            | 0.0      | 0.8436       |
| 0.0116        | 1.41  | 5640  | 0.0274          | 0.4347   | 0.8693        | 0.8693           | 0             | 0.8693            | 0.0      | 0.8693       |
| 0.0226        | 1.42  | 5660  | 0.0258          | 0.4089   | 0.8177        | 0.8177           | 0             | 0.8177            | 0.0      | 0.8177       |
| 0.0015        | 1.42  | 5680  | 0.0254          | 0.3819   | 0.7638        | 0.7638           | 0             | 0.7638            | 0.0      | 0.7638       |
| 0.0415        | 1.43  | 5700  | 0.0302          | 0.3225   | 0.6451        | 0.6451           | 0             | 0.6451            | 0.0      | 0.6451       |
| 0.0313        | 1.43  | 5720  | 0.0283          | 0.4272   | 0.8545        | 0.8545           | 0             | 0.8545            | 0.0      | 0.8545       |
| 0.0166        | 1.44  | 5740  | 0.0245          | 0.4022   | 0.8044        | 0.8044           | 0             | 0.8044            | 0.0      | 0.8044       |
| 0.003         | 1.44  | 5760  | 0.0257          | 0.4307   | 0.8614        | 0.8614           | 0             | 0.8614            | 0.0      | 0.8614       |
| 0.0179        | 1.45  | 5780  | 0.0249          | 0.4269   | 0.8539        | 0.8539           | 0             | 0.8539            | 0.0      | 0.8539       |
| 0.0107        | 1.45  | 5800  | 0.0249          | 0.4175   | 0.8349        | 0.8349           | 0             | 0.8349            | 0.0      | 0.8349       |
| 0.01          | 1.46  | 5820  | 0.0253          | 0.4083   | 0.8166        | 0.8166           | 0             | 0.8166            | 0.0      | 0.8166       |
| 0.0153        | 1.46  | 5840  | 0.0250          | 0.4077   | 0.8154        | 0.8154           | 0             | 0.8154            | 0.0      | 0.8154       |
| 0.0091        | 1.47  | 5860  | 0.0295          | 0.4360   | 0.8720        | 0.8720           | 0             | 0.8720            | 0.0      | 0.8720       |
| 0.0291        | 1.47  | 5880  | 0.0237          | 0.4139   | 0.8278        | 0.8278           | 0             | 0.8278            | 0.0      | 0.8278       |
| 0.0448        | 1.48  | 5900  | 0.0236          | 0.4065   | 0.8130        | 0.8130           | 0             | 0.8130            | 0.0      | 0.8130       |
| 0.0021        | 1.48  | 5920  | 0.0242          | 0.3986   | 0.7972        | 0.7972           | 0             | 0.7972            | 0.0      | 0.7972       |
| 0.0007        | 1.48  | 5940  | 0.0256          | 0.4192   | 0.8384        | 0.8384           | 0             | 0.8384            | 0.0      | 0.8384       |
| 0.031         | 1.49  | 5960  | 0.0240          | 0.4016   | 0.8032        | 0.8032           | 0             | 0.8032            | 0.0      | 0.8032       |
| 0.0253        | 1.5   | 5980  | 0.0258          | 0.4264   | 0.8529        | 0.8529           | 0             | 0.8529            | 0.0      | 0.8529       |
| 0.0181        | 1.5   | 6000  | 0.0268          | 0.3603   | 0.7207        | 0.7207           | 0             | 0.7207            | 0.0      | 0.7207       |
| 0.0142        | 1.5   | 6020  | 0.0265          | 0.3961   | 0.7922        | 0.7922           | 0             | 0.7922            | 0.0      | 0.7922       |
| 0.0042        | 1.51  | 6040  | 0.0264          | 0.3861   | 0.7721        | 0.7721           | 0             | 0.7721            | 0.0      | 0.7721       |
| 0.028         | 1.52  | 6060  | 0.0262          | 0.3958   | 0.7916        | 0.7916           | 0             | 0.7916            | 0.0      | 0.7916       |
| 0.0142        | 1.52  | 6080  | 0.0256          | 0.3957   | 0.7914        | 0.7914           | 0             | 0.7914            | 0.0      | 0.7914       |
| 0.0031        | 1.52  | 6100  | 0.0260          | 0.4080   | 0.8161        | 0.8161           | 0             | 0.8161            | 0.0      | 0.8161       |
| 0.0199        | 1.53  | 6120  | 0.0261          | 0.4256   | 0.8512        | 0.8512           | 0             | 0.8512            | 0.0      | 0.8512       |
| 0.0367        | 1.54  | 6140  | 0.0237          | 0.4201   | 0.8402        | 0.8402           | 0             | 0.8402            | 0.0      | 0.8402       |
| 0.0067        | 1.54  | 6160  | 0.0253          | 0.3836   | 0.7673        | 0.7673           | 0             | 0.7673            | 0.0      | 0.7673       |
| 0.0097        | 1.54  | 6180  | 0.0256          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.0089        | 1.55  | 6200  | 0.0257          | 0.3803   | 0.7606        | 0.7606           | 0             | 0.7606            | 0.0      | 0.7606       |
| 0.0246        | 1.56  | 6220  | 0.0251          | 0.4154   | 0.8308        | 0.8308           | 0             | 0.8308            | 0.0      | 0.8308       |
| 0.0142        | 1.56  | 6240  | 0.0261          | 0.4162   | 0.8323        | 0.8323           | 0             | 0.8323            | 0.0      | 0.8323       |
| 0.0064        | 1.56  | 6260  | 0.0253          | 0.4021   | 0.8042        | 0.8042           | 0             | 0.8042            | 0.0      | 0.8042       |
| 0.0164        | 1.57  | 6280  | 0.0247          | 0.4057   | 0.8115        | 0.8115           | 0             | 0.8115            | 0.0      | 0.8115       |
| 0.0045        | 1.57  | 6300  | 0.0256          | 0.3977   | 0.7953        | 0.7953           | 0             | 0.7953            | 0.0      | 0.7953       |
| 0.0291        | 1.58  | 6320  | 0.0296          | 0.4344   | 0.8688        | 0.8688           | 0             | 0.8688            | 0.0      | 0.8688       |
| 0.0503        | 1.58  | 6340  | 0.0251          | 0.3879   | 0.7758        | 0.7758           | 0             | 0.7758            | 0.0      | 0.7758       |
| 0.0104        | 1.59  | 6360  | 0.0290          | 0.3802   | 0.7604        | 0.7604           | 0             | 0.7604            | 0.0      | 0.7604       |
| 0.0176        | 1.59  | 6380  | 0.0257          | 0.4071   | 0.8141        | 0.8141           | 0             | 0.8141            | 0.0      | 0.8141       |
| 0.0044        | 1.6   | 6400  | 0.0262          | 0.4204   | 0.8409        | 0.8409           | 0             | 0.8409            | 0.0      | 0.8409       |
| 0.039         | 1.6   | 6420  | 0.0293          | 0.3601   | 0.7201        | 0.7201           | 0             | 0.7201            | 0.0      | 0.7201       |
| 0.0006        | 1.61  | 6440  | 0.0274          | 0.4360   | 0.8720        | 0.8720           | 0             | 0.8720            | 0.0      | 0.8720       |
| 0.0086        | 1.61  | 6460  | 0.0256          | 0.4133   | 0.8266        | 0.8266           | 0             | 0.8266            | 0.0      | 0.8266       |
| 0.0033        | 1.62  | 6480  | 0.0263          | 0.4114   | 0.8228        | 0.8228           | 0             | 0.8228            | 0.0      | 0.8228       |
| 0.0166        | 1.62  | 6500  | 0.0266          | 0.4167   | 0.8334        | 0.8334           | 0             | 0.8334            | 0.0      | 0.8334       |
| 0.0458        | 1.63  | 6520  | 0.0260          | 0.3949   | 0.7898        | 0.7898           | 0             | 0.7898            | 0.0      | 0.7898       |
| 0.0119        | 1.64  | 6540  | 0.0263          | 0.4240   | 0.8480        | 0.8480           | 0             | 0.8480            | 0.0      | 0.8480       |
| 0.0497        | 1.64  | 6560  | 0.0263          | 0.4012   | 0.8024        | 0.8024           | 0             | 0.8024            | 0.0      | 0.8024       |
| 0.0126        | 1.65  | 6580  | 0.0263          | 0.4013   | 0.8026        | 0.8026           | 0             | 0.8026            | 0.0      | 0.8026       |
| 0.0115        | 1.65  | 6600  | 0.0258          | 0.3957   | 0.7914        | 0.7914           | 0             | 0.7914            | 0.0      | 0.7914       |
| 0.0175        | 1.66  | 6620  | 0.0260          | 0.4082   | 0.8164        | 0.8164           | 0             | 0.8164            | 0.0      | 0.8164       |
| 0.0045        | 1.66  | 6640  | 0.0246          | 0.4162   | 0.8323        | 0.8323           | 0             | 0.8323            | 0.0      | 0.8323       |
| 0.0506        | 1.67  | 6660  | 0.0254          | 0.4186   | 0.8372        | 0.8372           | 0             | 0.8372            | 0.0      | 0.8372       |
| 0.0205        | 1.67  | 6680  | 0.0271          | 0.4006   | 0.8012        | 0.8012           | 0             | 0.8012            | 0.0      | 0.8012       |
| 0.0196        | 1.68  | 6700  | 0.0269          | 0.4278   | 0.8555        | 0.8555           | 0             | 0.8555            | 0.0      | 0.8555       |
| 0.0088        | 1.68  | 6720  | 0.0252          | 0.4241   | 0.8482        | 0.8482           | 0             | 0.8482            | 0.0      | 0.8482       |
| 0.0173        | 1.69  | 6740  | 0.0255          | 0.4163   | 0.8326        | 0.8326           | 0             | 0.8326            | 0.0      | 0.8326       |
| 0.0119        | 1.69  | 6760  | 0.0266          | 0.3911   | 0.7822        | 0.7822           | 0             | 0.7822            | 0.0      | 0.7822       |
| 0.01          | 1.69  | 6780  | 0.0258          | 0.4134   | 0.8268        | 0.8268           | 0             | 0.8268            | 0.0      | 0.8268       |
| 0.0109        | 1.7   | 6800  | 0.0262          | 0.3973   | 0.7947        | 0.7947           | 0             | 0.7947            | 0.0      | 0.7947       |
| 0.0073        | 1.71  | 6820  | 0.0259          | 0.3942   | 0.7883        | 0.7883           | 0             | 0.7883            | 0.0      | 0.7883       |
| 0.0046        | 1.71  | 6840  | 0.0266          | 0.4071   | 0.8142        | 0.8142           | 0             | 0.8142            | 0.0      | 0.8142       |
| 0.0179        | 1.71  | 6860  | 0.0259          | 0.4199   | 0.8399        | 0.8399           | 0             | 0.8399            | 0.0      | 0.8399       |
| 0.0028        | 1.72  | 6880  | 0.0252          | 0.3988   | 0.7976        | 0.7976           | 0             | 0.7976            | 0.0      | 0.7976       |
| 0.0013        | 1.73  | 6900  | 0.0262          | 0.3827   | 0.7655        | 0.7655           | 0             | 0.7655            | 0.0      | 0.7655       |
| 0.0032        | 1.73  | 6920  | 0.0255          | 0.4153   | 0.8307        | 0.8307           | 0             | 0.8307            | 0.0      | 0.8307       |
| 0.0168        | 1.73  | 6940  | 0.0263          | 0.3972   | 0.7944        | 0.7944           | 0             | 0.7944            | 0.0      | 0.7944       |
| 0.0244        | 1.74  | 6960  | 0.0259          | 0.3983   | 0.7967        | 0.7967           | 0             | 0.7967            | 0.0      | 0.7967       |
| 0.0113        | 1.75  | 6980  | 0.0279          | 0.3776   | 0.7551        | 0.7551           | 0             | 0.7551            | 0.0      | 0.7551       |
| 0.0152        | 1.75  | 7000  | 0.0269          | 0.3859   | 0.7719        | 0.7719           | 0             | 0.7719            | 0.0      | 0.7719       |
| 0.0191        | 1.75  | 7020  | 0.0259          | 0.4041   | 0.8083        | 0.8083           | 0             | 0.8083            | 0.0      | 0.8083       |
| 0.108         | 1.76  | 7040  | 0.0279          | 0.3902   | 0.7805        | 0.7805           | 0             | 0.7805            | 0.0      | 0.7805       |
| 0.0271        | 1.77  | 7060  | 0.0277          | 0.3599   | 0.7199        | 0.7199           | 0             | 0.7199            | 0.0      | 0.7199       |
| 0.0027        | 1.77  | 7080  | 0.0275          | 0.4018   | 0.8036        | 0.8036           | 0             | 0.8036            | 0.0      | 0.8036       |
| 0.0113        | 1.77  | 7100  | 0.0279          | 0.3729   | 0.7458        | 0.7458           | 0             | 0.7458            | 0.0      | 0.7458       |
| 0.0133        | 1.78  | 7120  | 0.0251          | 0.4030   | 0.8061        | 0.8061           | 0             | 0.8061            | 0.0      | 0.8061       |
| 0.02          | 1.79  | 7140  | 0.0252          | 0.4073   | 0.8146        | 0.8146           | 0             | 0.8146            | 0.0      | 0.8146       |
| 0.0135        | 1.79  | 7160  | 0.0258          | 0.3954   | 0.7909        | 0.7909           | 0             | 0.7909            | 0.0      | 0.7909       |
| 0.0084        | 1.79  | 7180  | 0.0249          | 0.3859   | 0.7718        | 0.7718           | 0             | 0.7718            | 0.0      | 0.7718       |
| 0.0087        | 1.8   | 7200  | 0.0265          | 0.4191   | 0.8383        | 0.8383           | 0             | 0.8383            | 0.0      | 0.8383       |
| 0.0214        | 1.81  | 7220  | 0.0259          | 0.3862   | 0.7724        | 0.7724           | 0             | 0.7724            | 0.0      | 0.7724       |
| 0.0326        | 1.81  | 7240  | 0.0259          | 0.3740   | 0.7480        | 0.7480           | 0             | 0.7480            | 0.0      | 0.7480       |
| 0.0129        | 1.81  | 7260  | 0.0260          | 0.4027   | 0.8054        | 0.8054           | 0             | 0.8054            | 0.0      | 0.8054       |
| 0.0232        | 1.82  | 7280  | 0.0260          | 0.4267   | 0.8534        | 0.8534           | 0             | 0.8534            | 0.0      | 0.8534       |
| 0.0068        | 1.82  | 7300  | 0.0246          | 0.3968   | 0.7935        | 0.7935           | 0             | 0.7935            | 0.0      | 0.7935       |
| 0.0109        | 1.83  | 7320  | 0.0273          | 0.3626   | 0.7252        | 0.7252           | 0             | 0.7252            | 0.0      | 0.7252       |
| 0.0195        | 1.83  | 7340  | 0.0244          | 0.4067   | 0.8133        | 0.8133           | 0             | 0.8133            | 0.0      | 0.8133       |
| 0.0146        | 1.84  | 7360  | 0.0248          | 0.4197   | 0.8393        | 0.8393           | 0             | 0.8393            | 0.0      | 0.8393       |
| 0.0122        | 1.84  | 7380  | 0.0269          | 0.3685   | 0.7370        | 0.7370           | 0             | 0.7370            | 0.0      | 0.7370       |
| 0.0128        | 1.85  | 7400  | 0.0256          | 0.3992   | 0.7985        | 0.7985           | 0             | 0.7985            | 0.0      | 0.7985       |
| 0.0059        | 1.85  | 7420  | 0.0256          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0021        | 1.86  | 7440  | 0.0247          | 0.4018   | 0.8036        | 0.8036           | 0             | 0.8036            | 0.0      | 0.8036       |
| 0.0072        | 1.86  | 7460  | 0.0267          | 0.4309   | 0.8618        | 0.8618           | 0             | 0.8618            | 0.0      | 0.8618       |
| 0.0364        | 1.87  | 7480  | 0.0266          | 0.4089   | 0.8177        | 0.8177           | 0             | 0.8177            | 0.0      | 0.8177       |
| 0.0037        | 1.88  | 7500  | 0.0261          | 0.3748   | 0.7496        | 0.7496           | 0             | 0.7496            | 0.0      | 0.7496       |
| 0.031         | 1.88  | 7520  | 0.0252          | 0.4115   | 0.8230        | 0.8230           | 0             | 0.8230            | 0.0      | 0.8230       |
| 0.011         | 1.89  | 7540  | 0.0251          | 0.4016   | 0.8032        | 0.8032           | 0             | 0.8032            | 0.0      | 0.8032       |
| 0.0019        | 1.89  | 7560  | 0.0250          | 0.4210   | 0.8420        | 0.8420           | 0             | 0.8420            | 0.0      | 0.8420       |
| 0.0079        | 1.9   | 7580  | 0.0245          | 0.3991   | 0.7982        | 0.7982           | 0             | 0.7982            | 0.0      | 0.7982       |
| 0.0567        | 1.9   | 7600  | 0.0248          | 0.3990   | 0.7980        | 0.7980           | 0             | 0.7980            | 0.0      | 0.7980       |
| 0.009         | 1.91  | 7620  | 0.0252          | 0.3982   | 0.7965        | 0.7965           | 0             | 0.7965            | 0.0      | 0.7965       |
| 0.0234        | 1.91  | 7640  | 0.0246          | 0.4149   | 0.8299        | 0.8299           | 0             | 0.8299            | 0.0      | 0.8299       |
| 0.0159        | 1.92  | 7660  | 0.0250          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.0136        | 1.92  | 7680  | 0.0245          | 0.4085   | 0.8170        | 0.8170           | 0             | 0.8170            | 0.0      | 0.8170       |
| 0.0159        | 1.93  | 7700  | 0.0238          | 0.4122   | 0.8245        | 0.8245           | 0             | 0.8245            | 0.0      | 0.8245       |
| 0.0123        | 1.93  | 7720  | 0.0252          | 0.4266   | 0.8531        | 0.8531           | 0             | 0.8531            | 0.0      | 0.8531       |
| 0.0298        | 1.94  | 7740  | 0.0253          | 0.3947   | 0.7895        | 0.7895           | 0             | 0.7895            | 0.0      | 0.7895       |
| 0.0098        | 1.94  | 7760  | 0.0252          | 0.4135   | 0.8271        | 0.8271           | 0             | 0.8271            | 0.0      | 0.8271       |
| 0.0276        | 1.94  | 7780  | 0.0247          | 0.4091   | 0.8182        | 0.8182           | 0             | 0.8182            | 0.0      | 0.8182       |
| 0.0218        | 1.95  | 7800  | 0.0251          | 0.4046   | 0.8092        | 0.8092           | 0             | 0.8092            | 0.0      | 0.8092       |
| 0.0041        | 1.96  | 7820  | 0.0253          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.0353        | 1.96  | 7840  | 0.0247          | 0.4259   | 0.8518        | 0.8518           | 0             | 0.8518            | 0.0      | 0.8518       |
| 0.0006        | 1.96  | 7860  | 0.0258          | 0.4120   | 0.8240        | 0.8240           | 0             | 0.8240            | 0.0      | 0.8240       |
| 0.0224        | 1.97  | 7880  | 0.0276          | 0.4053   | 0.8106        | 0.8106           | 0             | 0.8106            | 0.0      | 0.8106       |
| 0.0113        | 1.98  | 7900  | 0.0273          | 0.4280   | 0.8559        | 0.8559           | 0             | 0.8559            | 0.0      | 0.8559       |
| 0.0209        | 1.98  | 7920  | 0.0262          | 0.4320   | 0.8639        | 0.8639           | 0             | 0.8639            | 0.0      | 0.8639       |
| 0.025         | 1.98  | 7940  | 0.0249          | 0.4098   | 0.8196        | 0.8196           | 0             | 0.8196            | 0.0      | 0.8196       |
| 0.0294        | 1.99  | 7960  | 0.0254          | 0.4152   | 0.8304        | 0.8304           | 0             | 0.8304            | 0.0      | 0.8304       |
| 0.0238        | 2.0   | 7980  | 0.0255          | 0.3978   | 0.7955        | 0.7955           | 0             | 0.7955            | 0.0      | 0.7955       |
| 0.0134        | 2.0   | 8000  | 0.0260          | 0.4156   | 0.8312        | 0.8312           | 0             | 0.8312            | 0.0      | 0.8312       |
| 0.0108        | 2.0   | 8020  | 0.0248          | 0.3977   | 0.7953        | 0.7953           | 0             | 0.7953            | 0.0      | 0.7953       |
| 0.0121        | 2.01  | 8040  | 0.0256          | 0.4083   | 0.8166        | 0.8166           | 0             | 0.8166            | 0.0      | 0.8166       |
| 2.1008        | 2.02  | 8060  | 0.0283          | 0.4235   | 0.8470        | 0.8470           | 0             | 0.8470            | 0.0      | 0.8470       |
| 0.0313        | 2.02  | 8080  | 0.0264          | 0.3793   | 0.7586        | 0.7586           | 0             | 0.7586            | 0.0      | 0.7586       |
| 0.0386        | 2.02  | 8100  | 0.0273          | 0.4232   | 0.8464        | 0.8464           | 0             | 0.8464            | 0.0      | 0.8464       |
| 0.0157        | 2.03  | 8120  | 0.0249          | 0.3921   | 0.7842        | 0.7842           | 0             | 0.7842            | 0.0      | 0.7842       |
| 0.0129        | 2.04  | 8140  | 0.0250          | 0.4091   | 0.8181        | 0.8181           | 0             | 0.8181            | 0.0      | 0.8181       |
| 0.0242        | 2.04  | 8160  | 0.0244          | 0.4183   | 0.8365        | 0.8365           | 0             | 0.8365            | 0.0      | 0.8365       |
| 0.0244        | 2.04  | 8180  | 0.0252          | 0.4168   | 0.8336        | 0.8336           | 0             | 0.8336            | 0.0      | 0.8336       |
| 0.0102        | 2.05  | 8200  | 0.0255          | 0.3806   | 0.7613        | 0.7613           | 0             | 0.7613            | 0.0      | 0.7613       |
| 0.0171        | 2.06  | 8220  | 0.0253          | 0.4213   | 0.8426        | 0.8426           | 0             | 0.8426            | 0.0      | 0.8426       |
| 0.0236        | 2.06  | 8240  | 0.0255          | 0.4103   | 0.8206        | 0.8206           | 0             | 0.8206            | 0.0      | 0.8206       |
| 0.0243        | 2.06  | 8260  | 0.0260          | 0.4095   | 0.8189        | 0.8189           | 0             | 0.8189            | 0.0      | 0.8189       |
| 0.0061        | 2.07  | 8280  | 0.0265          | 0.4309   | 0.8618        | 0.8618           | 0             | 0.8618            | 0.0      | 0.8618       |
| 0.0285        | 2.08  | 8300  | 0.0257          | 0.3976   | 0.7951        | 0.7951           | 0             | 0.7951            | 0.0      | 0.7951       |
| 0.0143        | 2.08  | 8320  | 0.0273          | 0.4292   | 0.8584        | 0.8584           | 0             | 0.8584            | 0.0      | 0.8584       |
| 0.0626        | 2.08  | 8340  | 0.0240          | 0.4071   | 0.8143        | 0.8143           | 0             | 0.8143            | 0.0      | 0.8143       |
| 0.0569        | 2.09  | 8360  | 0.0225          | 0.4010   | 0.8020        | 0.8020           | 0             | 0.8020            | 0.0      | 0.8020       |
| 0.0046        | 2.1   | 8380  | 0.0233          | 0.3892   | 0.7784        | 0.7784           | 0             | 0.7784            | 0.0      | 0.7784       |
| 0.0552        | 2.1   | 8400  | 0.0223          | 0.4197   | 0.8393        | 0.8393           | 0             | 0.8393            | 0.0      | 0.8393       |
| 0.006         | 2.1   | 8420  | 0.0228          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.0264        | 2.11  | 8440  | 0.0234          | 0.4159   | 0.8317        | 0.8317           | 0             | 0.8317            | 0.0      | 0.8317       |
| 0.017         | 2.12  | 8460  | 0.0240          | 0.4045   | 0.8090        | 0.8090           | 0             | 0.8090            | 0.0      | 0.8090       |
| 0.0132        | 2.12  | 8480  | 0.0242          | 0.4224   | 0.8449        | 0.8449           | 0             | 0.8449            | 0.0      | 0.8449       |
| 0.0061        | 2.12  | 8500  | 0.0232          | 0.4190   | 0.8381        | 0.8381           | 0             | 0.8381            | 0.0      | 0.8381       |
| 0.0124        | 2.13  | 8520  | 0.0237          | 0.4189   | 0.8379        | 0.8379           | 0             | 0.8379            | 0.0      | 0.8379       |
| 0.0043        | 2.13  | 8540  | 0.0249          | 0.4169   | 0.8338        | 0.8338           | 0             | 0.8338            | 0.0      | 0.8338       |
| 0.014         | 2.14  | 8560  | 0.0253          | 0.3956   | 0.7912        | 0.7912           | 0             | 0.7912            | 0.0      | 0.7912       |
| 0.0072        | 2.15  | 8580  | 0.0253          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0167        | 2.15  | 8600  | 0.0251          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.0026        | 2.15  | 8620  | 0.0255          | 0.4104   | 0.8209        | 0.8209           | 0             | 0.8209            | 0.0      | 0.8209       |
| 0.0031        | 2.16  | 8640  | 0.0243          | 0.4138   | 0.8277        | 0.8277           | 0             | 0.8277            | 0.0      | 0.8277       |
| 0.009         | 2.17  | 8660  | 0.0246          | 0.4277   | 0.8554        | 0.8554           | 0             | 0.8554            | 0.0      | 0.8554       |
| 0.0046        | 2.17  | 8680  | 0.0258          | 0.3816   | 0.7633        | 0.7633           | 0             | 0.7633            | 0.0      | 0.7633       |
| 0.0244        | 2.17  | 8700  | 0.0245          | 0.4145   | 0.8290        | 0.8290           | 0             | 0.8290            | 0.0      | 0.8290       |
| 0.0071        | 2.18  | 8720  | 0.0265          | 0.3863   | 0.7725        | 0.7725           | 0             | 0.7725            | 0.0      | 0.7725       |
| 0.0148        | 2.19  | 8740  | 0.0247          | 0.3948   | 0.7896        | 0.7896           | 0             | 0.7896            | 0.0      | 0.7896       |
| 0.0065        | 2.19  | 8760  | 0.0248          | 0.4158   | 0.8316        | 0.8316           | 0             | 0.8316            | 0.0      | 0.8316       |
| 0.0168        | 2.19  | 8780  | 0.0243          | 0.4142   | 0.8285        | 0.8285           | 0             | 0.8285            | 0.0      | 0.8285       |
| 0.0168        | 2.2   | 8800  | 0.0256          | 0.4153   | 0.8307        | 0.8307           | 0             | 0.8307            | 0.0      | 0.8307       |
| 0.0049        | 2.21  | 8820  | 0.0244          | 0.4268   | 0.8536        | 0.8536           | 0             | 0.8536            | 0.0      | 0.8536       |
| 0.0074        | 2.21  | 8840  | 0.0236          | 0.4144   | 0.8287        | 0.8287           | 0             | 0.8287            | 0.0      | 0.8287       |
| 0.0086        | 2.21  | 8860  | 0.0232          | 0.4144   | 0.8289        | 0.8289           | 0             | 0.8289            | 0.0      | 0.8289       |
| 0.0072        | 2.22  | 8880  | 0.0253          | 0.4354   | 0.8708        | 0.8708           | 0             | 0.8708            | 0.0      | 0.8708       |
| 0.0093        | 2.23  | 8900  | 0.0240          | 0.3977   | 0.7955        | 0.7955           | 0             | 0.7955            | 0.0      | 0.7955       |
| 0.0063        | 2.23  | 8920  | 0.0260          | 0.3981   | 0.7962        | 0.7962           | 0             | 0.7962            | 0.0      | 0.7962       |
| 0.0117        | 2.23  | 8940  | 0.0273          | 0.4077   | 0.8153        | 0.8153           | 0             | 0.8153            | 0.0      | 0.8153       |
| 0.0361        | 2.24  | 8960  | 0.0250          | 0.4210   | 0.8420        | 0.8420           | 0             | 0.8420            | 0.0      | 0.8420       |
| 0.0149        | 2.25  | 8980  | 0.0241          | 0.3799   | 0.7597        | 0.7597           | 0             | 0.7597            | 0.0      | 0.7597       |
| 0.0097        | 2.25  | 9000  | 0.0237          | 0.4127   | 0.8253        | 0.8253           | 0             | 0.8253            | 0.0      | 0.8253       |
| 0.0067        | 2.25  | 9020  | 0.0250          | 0.4078   | 0.8157        | 0.8157           | 0             | 0.8157            | 0.0      | 0.8157       |
| 0.0078        | 2.26  | 9040  | 0.0235          | 0.4136   | 0.8271        | 0.8271           | 0             | 0.8271            | 0.0      | 0.8271       |
| 0.0204        | 2.27  | 9060  | 0.0233          | 0.4017   | 0.8033        | 0.8033           | 0             | 0.8033            | 0.0      | 0.8033       |
| 0.0032        | 2.27  | 9080  | 0.0234          | 0.4118   | 0.8236        | 0.8236           | 0             | 0.8236            | 0.0      | 0.8236       |
| 0.0081        | 2.27  | 9100  | 0.0259          | 0.3788   | 0.7576        | 0.7576           | 0             | 0.7576            | 0.0      | 0.7576       |
| 0.0574        | 2.28  | 9120  | 0.0261          | 0.4307   | 0.8614        | 0.8614           | 0             | 0.8614            | 0.0      | 0.8614       |
| 0.0094        | 2.29  | 9140  | 0.0244          | 0.4017   | 0.8033        | 0.8033           | 0             | 0.8033            | 0.0      | 0.8033       |
| 0.0068        | 2.29  | 9160  | 0.0244          | 0.4082   | 0.8163        | 0.8163           | 0             | 0.8163            | 0.0      | 0.8163       |
| 0.0084        | 2.29  | 9180  | 0.0250          | 0.3754   | 0.7508        | 0.7508           | 0             | 0.7508            | 0.0      | 0.7508       |
| 0.0195        | 2.3   | 9200  | 0.0242          | 0.4104   | 0.8209        | 0.8209           | 0             | 0.8209            | 0.0      | 0.8209       |
| 0.01          | 2.31  | 9220  | 0.0240          | 0.4054   | 0.8109        | 0.8109           | 0             | 0.8109            | 0.0      | 0.8109       |
| 0.006         | 2.31  | 9240  | 0.0236          | 0.4108   | 0.8215        | 0.8215           | 0             | 0.8215            | 0.0      | 0.8215       |
| 0.0357        | 2.31  | 9260  | 0.0239          | 0.4048   | 0.8097        | 0.8097           | 0             | 0.8097            | 0.0      | 0.8097       |
| 0.0045        | 2.32  | 9280  | 0.0238          | 0.4178   | 0.8357        | 0.8357           | 0             | 0.8357            | 0.0      | 0.8357       |
| 0.0139        | 2.33  | 9300  | 0.0244          | 0.4190   | 0.8380        | 0.8380           | 0             | 0.8380            | 0.0      | 0.8380       |
| 0.0081        | 2.33  | 9320  | 0.0253          | 0.4327   | 0.8654        | 0.8654           | 0             | 0.8654            | 0.0      | 0.8654       |
| 0.0033        | 2.33  | 9340  | 0.0240          | 0.3945   | 0.7890        | 0.7890           | 0             | 0.7890            | 0.0      | 0.7890       |
| 0.0232        | 2.34  | 9360  | 0.0228          | 0.3990   | 0.7979        | 0.7979           | 0             | 0.7979            | 0.0      | 0.7979       |
| 0.0077        | 2.34  | 9380  | 0.0254          | 0.4380   | 0.8760        | 0.8760           | 0             | 0.8760            | 0.0      | 0.8760       |
| 0.0174        | 2.35  | 9400  | 0.0231          | 0.3899   | 0.7798        | 0.7798           | 0             | 0.7798            | 0.0      | 0.7798       |
| 0.0144        | 2.35  | 9420  | 0.0233          | 0.4155   | 0.8309        | 0.8309           | 0             | 0.8309            | 0.0      | 0.8309       |
| 0.0048        | 2.36  | 9440  | 0.0237          | 0.3971   | 0.7941        | 0.7941           | 0             | 0.7941            | 0.0      | 0.7941       |
| 0.0144        | 2.37  | 9460  | 0.0244          | 0.4011   | 0.8023        | 0.8023           | 0             | 0.8023            | 0.0      | 0.8023       |
| 0.0235        | 2.37  | 9480  | 0.0238          | 0.4153   | 0.8306        | 0.8306           | 0             | 0.8306            | 0.0      | 0.8306       |
| 0.0238        | 2.38  | 9500  | 0.0237          | 0.4207   | 0.8415        | 0.8415           | 0             | 0.8415            | 0.0      | 0.8415       |
| 0.0112        | 2.38  | 9520  | 0.0236          | 0.4144   | 0.8289        | 0.8289           | 0             | 0.8289            | 0.0      | 0.8289       |
| 0.0142        | 2.38  | 9540  | 0.0241          | 0.3994   | 0.7989        | 0.7989           | 0             | 0.7989            | 0.0      | 0.7989       |
| 0.0326        | 2.39  | 9560  | 0.0238          | 0.4017   | 0.8035        | 0.8035           | 0             | 0.8035            | 0.0      | 0.8035       |
| 0.0068        | 2.4   | 9580  | 0.0261          | 0.4293   | 0.8586        | 0.8586           | 0             | 0.8586            | 0.0      | 0.8586       |
| 0.0116        | 2.4   | 9600  | 0.0243          | 0.4101   | 0.8203        | 0.8203           | 0             | 0.8203            | 0.0      | 0.8203       |
| 0.0062        | 2.41  | 9620  | 0.0245          | 0.3876   | 0.7752        | 0.7752           | 0             | 0.7752            | 0.0      | 0.7752       |
| 0.0075        | 2.41  | 9640  | 0.0245          | 0.4061   | 0.8123        | 0.8123           | 0             | 0.8123            | 0.0      | 0.8123       |
| 0.0142        | 2.42  | 9660  | 0.0239          | 0.4015   | 0.8031        | 0.8031           | 0             | 0.8031            | 0.0      | 0.8031       |
| 0.0102        | 2.42  | 9680  | 0.0237          | 0.4177   | 0.8353        | 0.8353           | 0             | 0.8353            | 0.0      | 0.8353       |
| 0.0183        | 2.42  | 9700  | 0.0240          | 0.4233   | 0.8467        | 0.8467           | 0             | 0.8467            | 0.0      | 0.8467       |
| 0.0153        | 2.43  | 9720  | 0.0245          | 0.4012   | 0.8024        | 0.8024           | 0             | 0.8024            | 0.0      | 0.8024       |
| 0.0049        | 2.44  | 9740  | 0.0248          | 0.4154   | 0.8308        | 0.8308           | 0             | 0.8308            | 0.0      | 0.8308       |
| 0.0065        | 2.44  | 9760  | 0.0283          | 0.3725   | 0.7450        | 0.7450           | 0             | 0.7450            | 0.0      | 0.7450       |
| 0.0021        | 2.44  | 9780  | 0.0259          | 0.4225   | 0.8449        | 0.8449           | 0             | 0.8449            | 0.0      | 0.8449       |
| 0.0398        | 2.45  | 9800  | 0.0243          | 0.4050   | 0.8100        | 0.8100           | 0             | 0.8100            | 0.0      | 0.8100       |
| 0.0059        | 2.46  | 9820  | 0.0253          | 0.4238   | 0.8476        | 0.8476           | 0             | 0.8476            | 0.0      | 0.8476       |
| 0.0153        | 2.46  | 9840  | 0.0242          | 0.4025   | 0.8049        | 0.8049           | 0             | 0.8049            | 0.0      | 0.8049       |
| 0.0144        | 2.46  | 9860  | 0.0248          | 0.4137   | 0.8274        | 0.8274           | 0             | 0.8274            | 0.0      | 0.8274       |
| 0.0083        | 2.47  | 9880  | 0.0243          | 0.3901   | 0.7803        | 0.7803           | 0             | 0.7803            | 0.0      | 0.7803       |
| 0.0124        | 2.48  | 9900  | 0.0245          | 0.4254   | 0.8508        | 0.8508           | 0             | 0.8508            | 0.0      | 0.8508       |
| 0.0089        | 2.48  | 9920  | 0.0247          | 0.4202   | 0.8403        | 0.8403           | 0             | 0.8403            | 0.0      | 0.8403       |
| 0.0231        | 2.48  | 9940  | 0.0239          | 0.4140   | 0.8279        | 0.8279           | 0             | 0.8279            | 0.0      | 0.8279       |
| 0.0075        | 2.49  | 9960  | 0.0251          | 0.4136   | 0.8272        | 0.8272           | 0             | 0.8272            | 0.0      | 0.8272       |
| 4.0745        | 2.5   | 9980  | 0.0249          | 0.3907   | 0.7814        | 0.7814           | 0             | 0.7814            | 0.0      | 0.7814       |
| 0.0069        | 2.5   | 10000 | 0.0263          | 0.4053   | 0.8106        | 0.8106           | 0             | 0.8106            | 0.0      | 0.8106       |
| 0.0025        | 2.5   | 10020 | 0.0242          | 0.3978   | 0.7956        | 0.7956           | 0             | 0.7956            | 0.0      | 0.7956       |
| 0.0255        | 2.51  | 10040 | 0.0250          | 0.4109   | 0.8218        | 0.8218           | 0             | 0.8218            | 0.0      | 0.8218       |
| 0.0096        | 2.52  | 10060 | 0.0254          | 0.4096   | 0.8191        | 0.8191           | 0             | 0.8191            | 0.0      | 0.8191       |
| 0.0131        | 2.52  | 10080 | 0.0273          | 0.4097   | 0.8193        | 0.8193           | 0             | 0.8193            | 0.0      | 0.8193       |
| 0.0178        | 2.52  | 10100 | 0.0261          | 0.3963   | 0.7926        | 0.7926           | 0             | 0.7926            | 0.0      | 0.7926       |
| 0.0088        | 2.53  | 10120 | 0.0265          | 0.3887   | 0.7774        | 0.7774           | 0             | 0.7774            | 0.0      | 0.7774       |
| 0.0194        | 2.54  | 10140 | 0.0241          | 0.3962   | 0.7923        | 0.7923           | 0             | 0.7923            | 0.0      | 0.7923       |
| 0.0085        | 2.54  | 10160 | 0.0232          | 0.4024   | 0.8049        | 0.8049           | 0             | 0.8049            | 0.0      | 0.8049       |
| 0.0266        | 2.54  | 10180 | 0.0251          | 0.4297   | 0.8594        | 0.8594           | 0             | 0.8594            | 0.0      | 0.8594       |
| 0.0083        | 2.55  | 10200 | 0.0235          | 0.3941   | 0.7882        | 0.7882           | 0             | 0.7882            | 0.0      | 0.7882       |
| 0.0419        | 2.56  | 10220 | 0.0245          | 0.3931   | 0.7861        | 0.7861           | 0             | 0.7861            | 0.0      | 0.7861       |
| 0.0624        | 2.56  | 10240 | 0.0238          | 0.4209   | 0.8418        | 0.8418           | 0             | 0.8418            | 0.0      | 0.8418       |
| 0.0187        | 2.56  | 10260 | 0.0237          | 0.4193   | 0.8387        | 0.8387           | 0             | 0.8387            | 0.0      | 0.8387       |
| 0.0166        | 2.57  | 10280 | 0.0236          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.0098        | 2.58  | 10300 | 0.0235          | 0.4221   | 0.8443        | 0.8443           | 0             | 0.8443            | 0.0      | 0.8443       |
| 0.0093        | 2.58  | 10320 | 0.0224          | 0.4044   | 0.8087        | 0.8087           | 0             | 0.8087            | 0.0      | 0.8087       |
| 0.0023        | 2.58  | 10340 | 0.0253          | 0.3911   | 0.7822        | 0.7822           | 0             | 0.7822            | 0.0      | 0.7822       |
| 0.0308        | 2.59  | 10360 | 0.0233          | 0.4090   | 0.8180        | 0.8180           | 0             | 0.8180            | 0.0      | 0.8180       |
| 0.0178        | 2.59  | 10380 | 0.0240          | 0.4246   | 0.8492        | 0.8492           | 0             | 0.8492            | 0.0      | 0.8492       |
| 0.0373        | 2.6   | 10400 | 0.0236          | 0.4058   | 0.8117        | 0.8117           | 0             | 0.8117            | 0.0      | 0.8117       |
| 0.0021        | 2.6   | 10420 | 0.0233          | 0.4083   | 0.8165        | 0.8165           | 0             | 0.8165            | 0.0      | 0.8165       |
| 0.0111        | 2.61  | 10440 | 0.0230          | 0.3996   | 0.7991        | 0.7991           | 0             | 0.7991            | 0.0      | 0.7991       |
| 0.0641        | 2.62  | 10460 | 0.0245          | 0.3897   | 0.7794        | 0.7794           | 0             | 0.7794            | 0.0      | 0.7794       |
| 0.0059        | 2.62  | 10480 | 0.0234          | 0.4082   | 0.8165        | 0.8165           | 0             | 0.8165            | 0.0      | 0.8165       |
| 0.0307        | 2.62  | 10500 | 0.0240          | 0.4172   | 0.8343        | 0.8343           | 0             | 0.8343            | 0.0      | 0.8343       |
| 0.009         | 2.63  | 10520 | 0.0233          | 0.4041   | 0.8082        | 0.8082           | 0             | 0.8082            | 0.0      | 0.8082       |
| 0.0028        | 2.63  | 10540 | 0.0234          | 0.4200   | 0.8399        | 0.8399           | 0             | 0.8399            | 0.0      | 0.8399       |
| 0.0073        | 2.64  | 10560 | 0.0237          | 0.4158   | 0.8316        | 0.8316           | 0             | 0.8316            | 0.0      | 0.8316       |
| 0.0224        | 2.65  | 10580 | 0.0233          | 0.4130   | 0.8259        | 0.8259           | 0             | 0.8259            | 0.0      | 0.8259       |
| 0.006         | 2.65  | 10600 | 0.0232          | 0.4146   | 0.8292        | 0.8292           | 0             | 0.8292            | 0.0      | 0.8292       |
| 0.0492        | 2.66  | 10620 | 0.0236          | 0.3992   | 0.7984        | 0.7984           | 0             | 0.7984            | 0.0      | 0.7984       |
| 0.0449        | 2.66  | 10640 | 0.0245          | 0.4155   | 0.8310        | 0.8310           | 0             | 0.8310            | 0.0      | 0.8310       |
| 0.0098        | 2.67  | 10660 | 0.0250          | 0.3960   | 0.7920        | 0.7920           | 0             | 0.7920            | 0.0      | 0.7920       |
| 0.0172        | 2.67  | 10680 | 0.0239          | 0.4141   | 0.8281        | 0.8281           | 0             | 0.8281            | 0.0      | 0.8281       |
| 0.0131        | 2.67  | 10700 | 0.0232          | 0.4076   | 0.8151        | 0.8151           | 0             | 0.8151            | 0.0      | 0.8151       |
| 0.0097        | 2.68  | 10720 | 0.0250          | 0.3979   | 0.7958        | 0.7958           | 0             | 0.7958            | 0.0      | 0.7958       |
| 0.0083        | 2.69  | 10740 | 0.0237          | 0.4178   | 0.8357        | 0.8357           | 0             | 0.8357            | 0.0      | 0.8357       |
| 0.0056        | 2.69  | 10760 | 0.0242          | 0.3912   | 0.7824        | 0.7824           | 0             | 0.7824            | 0.0      | 0.7824       |
| 0.0301        | 2.69  | 10780 | 0.0248          | 0.4242   | 0.8485        | 0.8485           | 0             | 0.8485            | 0.0      | 0.8485       |
| 0.0019        | 2.7   | 10800 | 0.0244          | 0.4138   | 0.8276        | 0.8276           | 0             | 0.8276            | 0.0      | 0.8276       |
| 0.0032        | 2.71  | 10820 | 0.0256          | 0.3891   | 0.7782        | 0.7782           | 0             | 0.7782            | 0.0      | 0.7782       |
| 0.0107        | 2.71  | 10840 | 0.0243          | 0.4120   | 0.8240        | 0.8240           | 0             | 0.8240            | 0.0      | 0.8240       |
| 0.0118        | 2.71  | 10860 | 0.0242          | 0.4133   | 0.8266        | 0.8266           | 0             | 0.8266            | 0.0      | 0.8266       |
| 0.0211        | 2.72  | 10880 | 0.0253          | 0.3965   | 0.7931        | 0.7931           | 0             | 0.7931            | 0.0      | 0.7931       |
| 0.0154        | 2.73  | 10900 | 0.0235          | 0.4188   | 0.8376        | 0.8376           | 0             | 0.8376            | 0.0      | 0.8376       |
| 0.0041        | 2.73  | 10920 | 0.0235          | 0.4092   | 0.8183        | 0.8183           | 0             | 0.8183            | 0.0      | 0.8183       |
| 0.0055        | 2.73  | 10940 | 0.0251          | 0.3916   | 0.7832        | 0.7832           | 0             | 0.7832            | 0.0      | 0.7832       |
| 0.0296        | 2.74  | 10960 | 0.0246          | 0.4214   | 0.8427        | 0.8427           | 0             | 0.8427            | 0.0      | 0.8427       |
| 0.0074        | 2.75  | 10980 | 0.0249          | 0.4236   | 0.8472        | 0.8472           | 0             | 0.8472            | 0.0      | 0.8472       |
| 0.0121        | 2.75  | 11000 | 0.0243          | 0.4133   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0108        | 2.75  | 11020 | 0.0239          | 0.4089   | 0.8178        | 0.8178           | 0             | 0.8178            | 0.0      | 0.8178       |
| 0.0124        | 2.76  | 11040 | 0.0241          | 0.4003   | 0.8005        | 0.8005           | 0             | 0.8005            | 0.0      | 0.8005       |
| 0.0089        | 2.77  | 11060 | 0.0258          | 0.4247   | 0.8494        | 0.8494           | 0             | 0.8494            | 0.0      | 0.8494       |
| 0.0395        | 2.77  | 11080 | 0.0233          | 0.4148   | 0.8297        | 0.8297           | 0             | 0.8297            | 0.0      | 0.8297       |
| 0.0126        | 2.77  | 11100 | 0.0246          | 0.4198   | 0.8395        | 0.8395           | 0             | 0.8395            | 0.0      | 0.8395       |
| 0.0254        | 2.78  | 11120 | 0.0244          | 0.4204   | 0.8408        | 0.8408           | 0             | 0.8408            | 0.0      | 0.8408       |
| 0.0144        | 2.79  | 11140 | 0.0238          | 0.4081   | 0.8162        | 0.8162           | 0             | 0.8162            | 0.0      | 0.8162       |
| 0.0041        | 2.79  | 11160 | 0.0242          | 0.4215   | 0.8430        | 0.8430           | 0             | 0.8430            | 0.0      | 0.8430       |
| 0.0056        | 2.79  | 11180 | 0.0248          | 0.4043   | 0.8086        | 0.8086           | 0             | 0.8086            | 0.0      | 0.8086       |
| 0.0077        | 2.8   | 11200 | 0.0241          | 0.4177   | 0.8355        | 0.8355           | 0             | 0.8355            | 0.0      | 0.8355       |
| 0.005         | 2.81  | 11220 | 0.0247          | 0.4208   | 0.8415        | 0.8415           | 0             | 0.8415            | 0.0      | 0.8415       |
| 0.0042        | 2.81  | 11240 | 0.0254          | 0.4000   | 0.8001        | 0.8001           | 0             | 0.8001            | 0.0      | 0.8001       |
| 0.0044        | 2.81  | 11260 | 0.0243          | 0.4045   | 0.8090        | 0.8090           | 0             | 0.8090            | 0.0      | 0.8090       |
| 0.1503        | 2.82  | 11280 | 0.0249          | 0.3782   | 0.7564        | 0.7564           | 0             | 0.7564            | 0.0      | 0.7564       |
| 0.0038        | 2.83  | 11300 | 0.0240          | 0.4126   | 0.8252        | 0.8252           | 0             | 0.8252            | 0.0      | 0.8252       |
| 0.0183        | 2.83  | 11320 | 0.0243          | 0.4183   | 0.8367        | 0.8367           | 0             | 0.8367            | 0.0      | 0.8367       |
| 0.0002        | 2.83  | 11340 | 0.0243          | 0.3987   | 0.7974        | 0.7974           | 0             | 0.7974            | 0.0      | 0.7974       |
| 0.0067        | 2.84  | 11360 | 0.0237          | 0.4140   | 0.8280        | 0.8280           | 0             | 0.8280            | 0.0      | 0.8280       |
| 0.014         | 2.84  | 11380 | 0.0239          | 0.4056   | 0.8111        | 0.8111           | 0             | 0.8111            | 0.0      | 0.8111       |
| 0.0146        | 2.85  | 11400 | 0.0239          | 0.4131   | 0.8261        | 0.8261           | 0             | 0.8261            | 0.0      | 0.8261       |
| 0.0276        | 2.85  | 11420 | 0.0231          | 0.4020   | 0.8039        | 0.8039           | 0             | 0.8039            | 0.0      | 0.8039       |
| 0.0023        | 2.86  | 11440 | 0.0238          | 0.4042   | 0.8083        | 0.8083           | 0             | 0.8083            | 0.0      | 0.8083       |
| 0.0236        | 2.87  | 11460 | 0.0236          | 0.4007   | 0.8015        | 0.8015           | 0             | 0.8015            | 0.0      | 0.8015       |
| 0.0085        | 2.87  | 11480 | 0.0232          | 0.4175   | 0.8350        | 0.8350           | 0             | 0.8350            | 0.0      | 0.8350       |
| 0.0038        | 2.88  | 11500 | 0.0233          | 0.4052   | 0.8105        | 0.8105           | 0             | 0.8105            | 0.0      | 0.8105       |
| 0.0403        | 2.88  | 11520 | 0.0232          | 0.4104   | 0.8208        | 0.8208           | 0             | 0.8208            | 0.0      | 0.8208       |
| 0.0046        | 2.88  | 11540 | 0.0235          | 0.4201   | 0.8402        | 0.8402           | 0             | 0.8402            | 0.0      | 0.8402       |
| 0.0004        | 2.89  | 11560 | 0.0243          | 0.3921   | 0.7842        | 0.7842           | 0             | 0.7842            | 0.0      | 0.7842       |
| 0.0033        | 2.9   | 11580 | 0.0239          | 0.4164   | 0.8328        | 0.8328           | 0             | 0.8328            | 0.0      | 0.8328       |
| 0.0214        | 2.9   | 11600 | 0.0231          | 0.4027   | 0.8055        | 0.8055           | 0             | 0.8055            | 0.0      | 0.8055       |
| 0.008         | 2.91  | 11620 | 0.0232          | 0.4160   | 0.8319        | 0.8319           | 0             | 0.8319            | 0.0      | 0.8319       |
| 0.0118        | 2.91  | 11640 | 0.0255          | 0.3731   | 0.7462        | 0.7462           | 0             | 0.7462            | 0.0      | 0.7462       |
| 0.0142        | 2.92  | 11660 | 0.0236          | 0.4143   | 0.8286        | 0.8286           | 0             | 0.8286            | 0.0      | 0.8286       |
| 0.0068        | 2.92  | 11680 | 0.0276          | 0.4407   | 0.8813        | 0.8813           | 0             | 0.8813            | 0.0      | 0.8813       |
| 0.043         | 2.92  | 11700 | 0.0236          | 0.4048   | 0.8096        | 0.8096           | 0             | 0.8096            | 0.0      | 0.8096       |
| 0.006         | 2.93  | 11720 | 0.0236          | 0.4102   | 0.8205        | 0.8205           | 0             | 0.8205            | 0.0      | 0.8205       |
| 0.016         | 2.94  | 11740 | 0.0249          | 0.4348   | 0.8695        | 0.8695           | 0             | 0.8695            | 0.0      | 0.8695       |
| 0.0086        | 2.94  | 11760 | 0.0247          | 0.4252   | 0.8504        | 0.8504           | 0             | 0.8504            | 0.0      | 0.8504       |
| 0.0026        | 2.94  | 11780 | 0.0262          | 0.3706   | 0.7413        | 0.7413           | 0             | 0.7413            | 0.0      | 0.7413       |
| 0.0072        | 2.95  | 11800 | 0.0243          | 0.4046   | 0.8092        | 0.8092           | 0             | 0.8092            | 0.0      | 0.8092       |
| 0.0059        | 2.96  | 11820 | 0.0236          | 0.4021   | 0.8042        | 0.8042           | 0             | 0.8042            | 0.0      | 0.8042       |
| 0.0172        | 2.96  | 11840 | 0.0246          | 0.4169   | 0.8337        | 0.8337           | 0             | 0.8337            | 0.0      | 0.8337       |
| 0.0202        | 2.96  | 11860 | 0.0245          | 0.3815   | 0.7629        | 0.7629           | 0             | 0.7629            | 0.0      | 0.7629       |
| 0.0237        | 2.97  | 11880 | 0.0239          | 0.4214   | 0.8428        | 0.8428           | 0             | 0.8428            | 0.0      | 0.8428       |
| 0.0027        | 2.98  | 11900 | 0.0242          | 0.4144   | 0.8289        | 0.8289           | 0             | 0.8289            | 0.0      | 0.8289       |
| 0.0119        | 2.98  | 11920 | 0.0238          | 0.4158   | 0.8317        | 0.8317           | 0             | 0.8317            | 0.0      | 0.8317       |
| 0.007         | 2.98  | 11940 | 0.0247          | 0.4032   | 0.8063        | 0.8063           | 0             | 0.8063            | 0.0      | 0.8063       |
| 0.0269        | 2.99  | 11960 | 0.0243          | 0.4037   | 0.8073        | 0.8073           | 0             | 0.8073            | 0.0      | 0.8073       |
| 0.0586        | 3.0   | 11980 | 0.0245          | 0.4053   | 0.8106        | 0.8106           | 0             | 0.8106            | 0.0      | 0.8106       |
| 0.0214        | 3.0   | 12000 | 0.0242          | 0.4146   | 0.8293        | 0.8293           | 0             | 0.8293            | 0.0      | 0.8293       |
| 0.0237        | 3.0   | 12020 | 0.0247          | 0.4148   | 0.8297        | 0.8297           | 0             | 0.8297            | 0.0      | 0.8297       |
| 0.0071        | 3.01  | 12040 | 0.0254          | 0.4062   | 0.8125        | 0.8125           | 0             | 0.8125            | 0.0      | 0.8125       |
| 0.0135        | 3.02  | 12060 | 0.0250          | 0.4072   | 0.8143        | 0.8143           | 0             | 0.8143            | 0.0      | 0.8143       |
| 0.001         | 3.02  | 12080 | 0.0256          | 0.4037   | 0.8073        | 0.8073           | 0             | 0.8073            | 0.0      | 0.8073       |
| 0.0095        | 3.02  | 12100 | 0.0272          | 0.4123   | 0.8246        | 0.8246           | 0             | 0.8246            | 0.0      | 0.8246       |
| 0.0106        | 3.03  | 12120 | 0.0246          | 0.4034   | 0.8069        | 0.8069           | 0             | 0.8069            | 0.0      | 0.8069       |
| 0.019         | 3.04  | 12140 | 0.0250          | 0.4086   | 0.8171        | 0.8171           | 0             | 0.8171            | 0.0      | 0.8171       |
| 0.0026        | 3.04  | 12160 | 0.0253          | 0.4142   | 0.8284        | 0.8284           | 0             | 0.8284            | 0.0      | 0.8284       |
| 0.0012        | 3.04  | 12180 | 0.0252          | 0.4049   | 0.8098        | 0.8098           | 0             | 0.8098            | 0.0      | 0.8098       |
| 0.0222        | 3.05  | 12200 | 0.0255          | 0.4006   | 0.8012        | 0.8012           | 0             | 0.8012            | 0.0      | 0.8012       |
| 0.0178        | 3.06  | 12220 | 0.0259          | 0.4049   | 0.8097        | 0.8097           | 0             | 0.8097            | 0.0      | 0.8097       |
| 0.0025        | 3.06  | 12240 | 0.0260          | 0.4170   | 0.8340        | 0.8340           | 0             | 0.8340            | 0.0      | 0.8340       |
| 0.015         | 3.06  | 12260 | 0.0268          | 0.4001   | 0.8001        | 0.8001           | 0             | 0.8001            | 0.0      | 0.8001       |
| 0.0117        | 3.07  | 12280 | 0.0264          | 0.4217   | 0.8434        | 0.8434           | 0             | 0.8434            | 0.0      | 0.8434       |
| 0.0039        | 3.08  | 12300 | 0.0262          | 0.3963   | 0.7927        | 0.7927           | 0             | 0.7927            | 0.0      | 0.7927       |
| 0.0019        | 3.08  | 12320 | 0.0258          | 0.4150   | 0.8299        | 0.8299           | 0             | 0.8299            | 0.0      | 0.8299       |
| 0.0077        | 3.08  | 12340 | 0.0255          | 0.4034   | 0.8068        | 0.8068           | 0             | 0.8068            | 0.0      | 0.8068       |
| 0.0101        | 3.09  | 12360 | 0.0234          | 0.4112   | 0.8224        | 0.8224           | 0             | 0.8224            | 0.0      | 0.8224       |
| 0.0112        | 3.1   | 12380 | 0.0231          | 0.4196   | 0.8392        | 0.8392           | 0             | 0.8392            | 0.0      | 0.8392       |
| 0.0093        | 3.1   | 12400 | 0.0252          | 0.3822   | 0.7644        | 0.7644           | 0             | 0.7644            | 0.0      | 0.7644       |
| 0.0045        | 3.1   | 12420 | 0.0258          | 0.3940   | 0.7880        | 0.7880           | 0             | 0.7880            | 0.0      | 0.7880       |
| 0.0221        | 3.11  | 12440 | 0.0251          | 0.4088   | 0.8176        | 0.8176           | 0             | 0.8176            | 0.0      | 0.8176       |
| 0.0205        | 3.12  | 12460 | 0.0241          | 0.4084   | 0.8168        | 0.8168           | 0             | 0.8168            | 0.0      | 0.8168       |
| 0.0057        | 3.12  | 12480 | 0.0243          | 0.4095   | 0.8190        | 0.8190           | 0             | 0.8190            | 0.0      | 0.8190       |
| 0.0139        | 3.12  | 12500 | 0.0250          | 0.4034   | 0.8068        | 0.8068           | 0             | 0.8068            | 0.0      | 0.8068       |
| 0.0099        | 3.13  | 12520 | 0.0249          | 0.4195   | 0.8391        | 0.8391           | 0             | 0.8391            | 0.0      | 0.8391       |
| 0.0481        | 3.13  | 12540 | 0.0242          | 0.4120   | 0.8240        | 0.8240           | 0             | 0.8240            | 0.0      | 0.8240       |
| 0.0022        | 3.14  | 12560 | 0.0256          | 0.3878   | 0.7756        | 0.7756           | 0             | 0.7756            | 0.0      | 0.7756       |
| 0.0107        | 3.15  | 12580 | 0.0253          | 0.3990   | 0.7980        | 0.7980           | 0             | 0.7980            | 0.0      | 0.7980       |
| 0.0223        | 3.15  | 12600 | 0.0246          | 0.4052   | 0.8103        | 0.8103           | 0             | 0.8103            | 0.0      | 0.8103       |
| 0.0182        | 3.15  | 12620 | 0.0244          | 0.4128   | 0.8257        | 0.8257           | 0             | 0.8257            | 0.0      | 0.8257       |
| 0.003         | 3.16  | 12640 | 0.0239          | 0.4049   | 0.8098        | 0.8098           | 0             | 0.8098            | 0.0      | 0.8098       |
| 0.0185        | 3.17  | 12660 | 0.0247          | 0.4134   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0007        | 3.17  | 12680 | 0.0254          | 0.4087   | 0.8174        | 0.8174           | 0             | 0.8174            | 0.0      | 0.8174       |
| 0.0111        | 3.17  | 12700 | 0.0242          | 0.4107   | 0.8213        | 0.8213           | 0             | 0.8213            | 0.0      | 0.8213       |
| 0.0299        | 3.18  | 12720 | 0.0254          | 0.3972   | 0.7944        | 0.7944           | 0             | 0.7944            | 0.0      | 0.7944       |
| 0.017         | 3.19  | 12740 | 0.0246          | 0.3800   | 0.7599        | 0.7599           | 0             | 0.7599            | 0.0      | 0.7599       |
| 0.0215        | 3.19  | 12760 | 0.0257          | 0.3844   | 0.7688        | 0.7688           | 0             | 0.7688            | 0.0      | 0.7688       |
| 0.0082        | 3.19  | 12780 | 0.0250          | 0.4082   | 0.8163        | 0.8163           | 0             | 0.8163            | 0.0      | 0.8163       |
| 0.0024        | 3.2   | 12800 | 0.0244          | 0.4190   | 0.8379        | 0.8379           | 0             | 0.8379            | 0.0      | 0.8379       |
| 0.0064        | 3.21  | 12820 | 0.0251          | 0.4251   | 0.8502        | 0.8502           | 0             | 0.8502            | 0.0      | 0.8502       |
| 0.011         | 3.21  | 12840 | 0.0261          | 0.4061   | 0.8122        | 0.8122           | 0             | 0.8122            | 0.0      | 0.8122       |
| 0.0015        | 3.21  | 12860 | 0.0261          | 0.4191   | 0.8382        | 0.8382           | 0             | 0.8382            | 0.0      | 0.8382       |
| 0.0251        | 3.22  | 12880 | 0.0265          | 0.4153   | 0.8306        | 0.8306           | 0             | 0.8306            | 0.0      | 0.8306       |
| 0.0456        | 3.23  | 12900 | 0.0271          | 0.4026   | 0.8051        | 0.8051           | 0             | 0.8051            | 0.0      | 0.8051       |
| 0.025         | 3.23  | 12920 | 0.0255          | 0.4146   | 0.8291        | 0.8291           | 0             | 0.8291            | 0.0      | 0.8291       |
| 0.0209        | 3.23  | 12940 | 0.0265          | 0.4052   | 0.8104        | 0.8104           | 0             | 0.8104            | 0.0      | 0.8104       |
| 0.0312        | 3.24  | 12960 | 0.0245          | 0.4020   | 0.8040        | 0.8040           | 0             | 0.8040            | 0.0      | 0.8040       |
| 0.002         | 3.25  | 12980 | 0.0258          | 0.4071   | 0.8142        | 0.8142           | 0             | 0.8142            | 0.0      | 0.8142       |
| 0.0188        | 3.25  | 13000 | 0.0253          | 0.4124   | 0.8249        | 0.8249           | 0             | 0.8249            | 0.0      | 0.8249       |
| 0.0062        | 3.25  | 13020 | 0.0247          | 0.4157   | 0.8314        | 0.8314           | 0             | 0.8314            | 0.0      | 0.8314       |
| 0.0144        | 3.26  | 13040 | 0.0257          | 0.3953   | 0.7906        | 0.7906           | 0             | 0.7906            | 0.0      | 0.7906       |
| 0.0056        | 3.27  | 13060 | 0.0253          | 0.4025   | 0.8050        | 0.8050           | 0             | 0.8050            | 0.0      | 0.8050       |
| 0.0004        | 3.27  | 13080 | 0.0257          | 0.4108   | 0.8217        | 0.8217           | 0             | 0.8217            | 0.0      | 0.8217       |
| 0.013         | 3.27  | 13100 | 0.0260          | 0.4221   | 0.8443        | 0.8443           | 0             | 0.8443            | 0.0      | 0.8443       |
| 0.0105        | 3.28  | 13120 | 0.0245          | 0.4018   | 0.8037        | 0.8037           | 0             | 0.8037            | 0.0      | 0.8037       |
| 0.036         | 3.29  | 13140 | 0.0248          | 0.4044   | 0.8088        | 0.8088           | 0             | 0.8088            | 0.0      | 0.8088       |
| 0.0128        | 3.29  | 13160 | 0.0254          | 0.4051   | 0.8101        | 0.8101           | 0             | 0.8101            | 0.0      | 0.8101       |
| 0.0068        | 3.29  | 13180 | 0.0249          | 0.3997   | 0.7995        | 0.7995           | 0             | 0.7995            | 0.0      | 0.7995       |
| 0.0097        | 3.3   | 13200 | 0.0245          | 0.4059   | 0.8118        | 0.8118           | 0             | 0.8118            | 0.0      | 0.8118       |
| 0.007         | 3.31  | 13220 | 0.0247          | 0.4071   | 0.8142        | 0.8142           | 0             | 0.8142            | 0.0      | 0.8142       |
| 0.0167        | 3.31  | 13240 | 0.0241          | 0.4124   | 0.8248        | 0.8248           | 0             | 0.8248            | 0.0      | 0.8248       |
| 0.0465        | 3.31  | 13260 | 0.0245          | 0.4072   | 0.8144        | 0.8144           | 0             | 0.8144            | 0.0      | 0.8144       |
| 0.0162        | 3.32  | 13280 | 0.0239          | 0.4132   | 0.8264        | 0.8264           | 0             | 0.8264            | 0.0      | 0.8264       |
| 0.0231        | 3.33  | 13300 | 0.0245          | 0.4076   | 0.8151        | 0.8151           | 0             | 0.8151            | 0.0      | 0.8151       |
| 0.0157        | 3.33  | 13320 | 0.0243          | 0.4069   | 0.8139        | 0.8139           | 0             | 0.8139            | 0.0      | 0.8139       |
| 0.0004        | 3.33  | 13340 | 0.0249          | 0.4077   | 0.8153        | 0.8153           | 0             | 0.8153            | 0.0      | 0.8153       |
| 0.0119        | 3.34  | 13360 | 0.0251          | 0.4080   | 0.8159        | 0.8159           | 0             | 0.8159            | 0.0      | 0.8159       |
| 0.0228        | 3.34  | 13380 | 0.0255          | 0.3975   | 0.7949        | 0.7949           | 0             | 0.7949            | 0.0      | 0.7949       |
| 0.01          | 3.35  | 13400 | 0.0235          | 0.4172   | 0.8344        | 0.8344           | 0             | 0.8344            | 0.0      | 0.8344       |
| 0.0027        | 3.35  | 13420 | 0.0246          | 0.4105   | 0.8210        | 0.8210           | 0             | 0.8210            | 0.0      | 0.8210       |
| 0.0082        | 3.36  | 13440 | 0.0234          | 0.4115   | 0.8230        | 0.8230           | 0             | 0.8230            | 0.0      | 0.8230       |
| 0.0243        | 3.37  | 13460 | 0.0244          | 0.4060   | 0.8121        | 0.8121           | 0             | 0.8121            | 0.0      | 0.8121       |
| 0.0117        | 3.37  | 13480 | 0.0256          | 0.4134   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0131        | 3.38  | 13500 | 0.0250          | 0.4200   | 0.8399        | 0.8399           | 0             | 0.8399            | 0.0      | 0.8399       |
| 0.0129        | 3.38  | 13520 | 0.0254          | 0.4100   | 0.8200        | 0.8200           | 0             | 0.8200            | 0.0      | 0.8200       |
| 0.0088        | 3.38  | 13540 | 0.0249          | 0.4056   | 0.8112        | 0.8112           | 0             | 0.8112            | 0.0      | 0.8112       |
| 0.0037        | 3.39  | 13560 | 0.0265          | 0.3920   | 0.7840        | 0.7840           | 0             | 0.7840            | 0.0      | 0.7840       |
| 0.0104        | 3.4   | 13580 | 0.0243          | 0.4138   | 0.8276        | 0.8276           | 0             | 0.8276            | 0.0      | 0.8276       |
| 0.0045        | 3.4   | 13600 | 0.0259          | 0.4225   | 0.8451        | 0.8451           | 0             | 0.8451            | 0.0      | 0.8451       |
| 0.0023        | 3.41  | 13620 | 0.0249          | 0.4198   | 0.8396        | 0.8396           | 0             | 0.8396            | 0.0      | 0.8396       |
| 0.0232        | 3.41  | 13640 | 0.0253          | 0.4102   | 0.8204        | 0.8204           | 0             | 0.8204            | 0.0      | 0.8204       |
| 0.0193        | 3.42  | 13660 | 0.0267          | 0.4111   | 0.8223        | 0.8223           | 0             | 0.8223            | 0.0      | 0.8223       |
| 0.0399        | 3.42  | 13680 | 0.0262          | 0.4236   | 0.8473        | 0.8473           | 0             | 0.8473            | 0.0      | 0.8473       |
| 0.0089        | 3.42  | 13700 | 0.0248          | 0.4140   | 0.8281        | 0.8281           | 0             | 0.8281            | 0.0      | 0.8281       |
| 0.0048        | 3.43  | 13720 | 0.0255          | 0.4185   | 0.8371        | 0.8371           | 0             | 0.8371            | 0.0      | 0.8371       |
| 0.0164        | 3.44  | 13740 | 0.0251          | 0.4142   | 0.8285        | 0.8285           | 0             | 0.8285            | 0.0      | 0.8285       |
| 0.0107        | 3.44  | 13760 | 0.0257          | 0.4171   | 0.8342        | 0.8342           | 0             | 0.8342            | 0.0      | 0.8342       |
| 0.0042        | 3.44  | 13780 | 0.0254          | 0.4218   | 0.8436        | 0.8436           | 0             | 0.8436            | 0.0      | 0.8436       |
| 0.0219        | 3.45  | 13800 | 0.0252          | 0.4092   | 0.8185        | 0.8185           | 0             | 0.8185            | 0.0      | 0.8185       |
| 0.0003        | 3.46  | 13820 | 0.0260          | 0.4113   | 0.8227        | 0.8227           | 0             | 0.8227            | 0.0      | 0.8227       |
| 0.0053        | 3.46  | 13840 | 0.0257          | 0.4059   | 0.8117        | 0.8117           | 0             | 0.8117            | 0.0      | 0.8117       |
| 0.0157        | 3.46  | 13860 | 0.0275          | 0.3916   | 0.7832        | 0.7832           | 0             | 0.7832            | 0.0      | 0.7832       |
| 0.0076        | 3.47  | 13880 | 0.0255          | 0.4162   | 0.8324        | 0.8324           | 0             | 0.8324            | 0.0      | 0.8324       |
| 0.0202        | 3.48  | 13900 | 0.0297          | 0.4291   | 0.8583        | 0.8583           | 0             | 0.8583            | 0.0      | 0.8583       |
| 0.0064        | 3.48  | 13920 | 0.0273          | 0.4190   | 0.8380        | 0.8380           | 0             | 0.8380            | 0.0      | 0.8380       |
| 0.0002        | 3.48  | 13940 | 0.0254          | 0.4069   | 0.8139        | 0.8139           | 0             | 0.8139            | 0.0      | 0.8139       |
| 0.0087        | 3.49  | 13960 | 0.0259          | 0.4157   | 0.8313        | 0.8313           | 0             | 0.8313            | 0.0      | 0.8313       |
| 0.0024        | 3.5   | 13980 | 0.0258          | 0.3911   | 0.7822        | 0.7822           | 0             | 0.7822            | 0.0      | 0.7822       |
| 0.0238        | 3.5   | 14000 | 0.0243          | 0.3906   | 0.7813        | 0.7813           | 0             | 0.7813            | 0.0      | 0.7813       |
| 0.0147        | 3.5   | 14020 | 0.0246          | 0.4013   | 0.8026        | 0.8026           | 0             | 0.8026            | 0.0      | 0.8026       |
| 0.0219        | 3.51  | 14040 | 0.0246          | 0.4261   | 0.8522        | 0.8522           | 0             | 0.8522            | 0.0      | 0.8522       |
| 0.0053        | 3.52  | 14060 | 0.0243          | 0.4129   | 0.8257        | 0.8257           | 0             | 0.8257            | 0.0      | 0.8257       |
| 0.039         | 3.52  | 14080 | 0.0246          | 0.4258   | 0.8516        | 0.8516           | 0             | 0.8516            | 0.0      | 0.8516       |
| 0.0022        | 3.52  | 14100 | 0.0258          | 0.4269   | 0.8538        | 0.8538           | 0             | 0.8538            | 0.0      | 0.8538       |
| 0.0041        | 3.53  | 14120 | 0.0237          | 0.4036   | 0.8071        | 0.8071           | 0             | 0.8071            | 0.0      | 0.8071       |
| 0.0017        | 3.54  | 14140 | 0.0243          | 0.4089   | 0.8177        | 0.8177           | 0             | 0.8177            | 0.0      | 0.8177       |
| 0.009         | 3.54  | 14160 | 0.0247          | 0.4078   | 0.8156        | 0.8156           | 0             | 0.8156            | 0.0      | 0.8156       |
| 0.059         | 3.54  | 14180 | 0.0235          | 0.4087   | 0.8173        | 0.8173           | 0             | 0.8173            | 0.0      | 0.8173       |
| 0.0146        | 3.55  | 14200 | 0.0248          | 0.3888   | 0.7776        | 0.7776           | 0             | 0.7776            | 0.0      | 0.7776       |
| 0.0174        | 3.56  | 14220 | 0.0245          | 0.4008   | 0.8015        | 0.8015           | 0             | 0.8015            | 0.0      | 0.8015       |
| 0.0197        | 3.56  | 14240 | 0.0245          | 0.4165   | 0.8329        | 0.8329           | 0             | 0.8329            | 0.0      | 0.8329       |
| 0.0209        | 3.56  | 14260 | 0.0247          | 0.4149   | 0.8299        | 0.8299           | 0             | 0.8299            | 0.0      | 0.8299       |
| 0.0072        | 3.57  | 14280 | 0.0237          | 0.4013   | 0.8025        | 0.8025           | 0             | 0.8025            | 0.0      | 0.8025       |
| 0.037         | 3.58  | 14300 | 0.0241          | 0.4173   | 0.8345        | 0.8345           | 0             | 0.8345            | 0.0      | 0.8345       |
| 0.0259        | 3.58  | 14320 | 0.0245          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.0228        | 3.58  | 14340 | 0.0243          | 0.4140   | 0.8280        | 0.8280           | 0             | 0.8280            | 0.0      | 0.8280       |
| 0.0129        | 3.59  | 14360 | 0.0235          | 0.4224   | 0.8449        | 0.8449           | 0             | 0.8449            | 0.0      | 0.8449       |
| 0.0212        | 3.59  | 14380 | 0.0234          | 0.4175   | 0.8350        | 0.8350           | 0             | 0.8350            | 0.0      | 0.8350       |
| 0.0035        | 3.6   | 14400 | 0.0242          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.0126        | 3.6   | 14420 | 0.0243          | 0.4070   | 0.8140        | 0.8140           | 0             | 0.8140            | 0.0      | 0.8140       |
| 0.0196        | 3.61  | 14440 | 0.0248          | 0.4090   | 0.8181        | 0.8181           | 0             | 0.8181            | 0.0      | 0.8181       |
| 0.0075        | 3.62  | 14460 | 0.0235          | 0.4183   | 0.8366        | 0.8366           | 0             | 0.8366            | 0.0      | 0.8366       |
| 0.0042        | 3.62  | 14480 | 0.0245          | 0.4167   | 0.8335        | 0.8335           | 0             | 0.8335            | 0.0      | 0.8335       |
| 0.0103        | 3.62  | 14500 | 0.0236          | 0.4123   | 0.8245        | 0.8245           | 0             | 0.8245            | 0.0      | 0.8245       |
| 0.0029        | 3.63  | 14520 | 0.0236          | 0.4115   | 0.8231        | 0.8231           | 0             | 0.8231            | 0.0      | 0.8231       |
| 0.0037        | 3.63  | 14540 | 0.0238          | 0.4149   | 0.8299        | 0.8299           | 0             | 0.8299            | 0.0      | 0.8299       |
| 0.0044        | 3.64  | 14560 | 0.0239          | 0.3947   | 0.7895        | 0.7895           | 0             | 0.7895            | 0.0      | 0.7895       |
| 0.022         | 3.65  | 14580 | 0.0238          | 0.4086   | 0.8171        | 0.8171           | 0             | 0.8171            | 0.0      | 0.8171       |
| 0.008         | 3.65  | 14600 | 0.0242          | 0.4176   | 0.8352        | 0.8352           | 0             | 0.8352            | 0.0      | 0.8352       |
| 0.0456        | 3.66  | 14620 | 0.0244          | 0.4093   | 0.8186        | 0.8186           | 0             | 0.8186            | 0.0      | 0.8186       |
| 0.0093        | 3.66  | 14640 | 0.0238          | 0.4128   | 0.8255        | 0.8255           | 0             | 0.8255            | 0.0      | 0.8255       |
| 0.0211        | 3.67  | 14660 | 0.0255          | 0.4118   | 0.8237        | 0.8237           | 0             | 0.8237            | 0.0      | 0.8237       |
| 0.0089        | 3.67  | 14680 | 0.0253          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.052         | 3.67  | 14700 | 0.0245          | 0.4096   | 0.8191        | 0.8191           | 0             | 0.8191            | 0.0      | 0.8191       |
| 0.0032        | 3.68  | 14720 | 0.0244          | 0.4108   | 0.8217        | 0.8217           | 0             | 0.8217            | 0.0      | 0.8217       |
| 0.0092        | 3.69  | 14740 | 0.0251          | 0.4242   | 0.8483        | 0.8483           | 0             | 0.8483            | 0.0      | 0.8483       |
| 0.0207        | 3.69  | 14760 | 0.0253          | 0.4148   | 0.8296        | 0.8296           | 0             | 0.8296            | 0.0      | 0.8296       |
| 0.0035        | 3.69  | 14780 | 0.0242          | 0.4134   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0275        | 3.7   | 14800 | 0.0255          | 0.4292   | 0.8584        | 0.8584           | 0             | 0.8584            | 0.0      | 0.8584       |
| 0.0282        | 3.71  | 14820 | 0.0247          | 0.4063   | 0.8127        | 0.8127           | 0             | 0.8127            | 0.0      | 0.8127       |
| 0.0316        | 3.71  | 14840 | 0.0252          | 0.4036   | 0.8073        | 0.8073           | 0             | 0.8073            | 0.0      | 0.8073       |
| 0.0106        | 3.71  | 14860 | 0.0256          | 0.4280   | 0.8560        | 0.8560           | 0             | 0.8560            | 0.0      | 0.8560       |
| 0.0066        | 3.72  | 14880 | 0.0245          | 0.4216   | 0.8432        | 0.8432           | 0             | 0.8432            | 0.0      | 0.8432       |
| 0.0288        | 3.73  | 14900 | 0.0239          | 0.4081   | 0.8162        | 0.8162           | 0             | 0.8162            | 0.0      | 0.8162       |
| 0.0113        | 3.73  | 14920 | 0.0249          | 0.4127   | 0.8254        | 0.8254           | 0             | 0.8254            | 0.0      | 0.8254       |
| 0.011         | 3.73  | 14940 | 0.0249          | 0.4014   | 0.8028        | 0.8028           | 0             | 0.8028            | 0.0      | 0.8028       |
| 0.0032        | 3.74  | 14960 | 0.0244          | 0.4117   | 0.8234        | 0.8234           | 0             | 0.8234            | 0.0      | 0.8234       |
| 0.0091        | 3.75  | 14980 | 0.0244          | 0.4229   | 0.8457        | 0.8457           | 0             | 0.8457            | 0.0      | 0.8457       |
| 0.0081        | 3.75  | 15000 | 0.0246          | 0.4016   | 0.8031        | 0.8031           | 0             | 0.8031            | 0.0      | 0.8031       |
| 0.0063        | 3.75  | 15020 | 0.0240          | 0.4048   | 0.8097        | 0.8097           | 0             | 0.8097            | 0.0      | 0.8097       |
| 0.0041        | 3.76  | 15040 | 0.0247          | 0.4022   | 0.8043        | 0.8043           | 0             | 0.8043            | 0.0      | 0.8043       |
| 0.0166        | 3.77  | 15060 | 0.0242          | 0.4055   | 0.8111        | 0.8111           | 0             | 0.8111            | 0.0      | 0.8111       |
| 0.0134        | 3.77  | 15080 | 0.0233          | 0.4036   | 0.8072        | 0.8072           | 0             | 0.8072            | 0.0      | 0.8072       |
| 0.0155        | 3.77  | 15100 | 0.0238          | 0.4079   | 0.8158        | 0.8158           | 0             | 0.8158            | 0.0      | 0.8158       |
| 0.0074        | 3.78  | 15120 | 0.0251          | 0.4024   | 0.8047        | 0.8047           | 0             | 0.8047            | 0.0      | 0.8047       |
| 0.0191        | 3.79  | 15140 | 0.0258          | 0.4235   | 0.8470        | 0.8470           | 0             | 0.8470            | 0.0      | 0.8470       |
| 0.0038        | 3.79  | 15160 | 0.0245          | 0.4110   | 0.8220        | 0.8220           | 0             | 0.8220            | 0.0      | 0.8220       |
| 0.029         | 3.79  | 15180 | 0.0245          | 0.4149   | 0.8297        | 0.8297           | 0             | 0.8297            | 0.0      | 0.8297       |
| 0.0259        | 3.8   | 15200 | 0.0248          | 0.4088   | 0.8177        | 0.8177           | 0             | 0.8177            | 0.0      | 0.8177       |
| 0.0123        | 3.81  | 15220 | 0.0247          | 0.4056   | 0.8113        | 0.8113           | 0             | 0.8113            | 0.0      | 0.8113       |
| 0.0035        | 3.81  | 15240 | 0.0249          | 0.4088   | 0.8175        | 0.8175           | 0             | 0.8175            | 0.0      | 0.8175       |
| 0.0215        | 3.81  | 15260 | 0.0248          | 0.4110   | 0.8220        | 0.8220           | 0             | 0.8220            | 0.0      | 0.8220       |
| 0.0128        | 3.82  | 15280 | 0.0252          | 0.4279   | 0.8558        | 0.8558           | 0             | 0.8558            | 0.0      | 0.8558       |
| 0.0284        | 3.83  | 15300 | 0.0243          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0379        | 3.83  | 15320 | 0.0242          | 0.4147   | 0.8294        | 0.8294           | 0             | 0.8294            | 0.0      | 0.8294       |
| 0.0033        | 3.83  | 15340 | 0.0245          | 0.4153   | 0.8307        | 0.8307           | 0             | 0.8307            | 0.0      | 0.8307       |
| 0.0068        | 3.84  | 15360 | 0.0247          | 0.4149   | 0.8298        | 0.8298           | 0             | 0.8298            | 0.0      | 0.8298       |
| 0.0074        | 3.84  | 15380 | 0.0250          | 0.4228   | 0.8456        | 0.8456           | 0             | 0.8456            | 0.0      | 0.8456       |
| 0.0195        | 3.85  | 15400 | 0.0256          | 0.4127   | 0.8253        | 0.8253           | 0             | 0.8253            | 0.0      | 0.8253       |
| 0.0095        | 3.85  | 15420 | 0.0272          | 0.4152   | 0.8304        | 0.8304           | 0             | 0.8304            | 0.0      | 0.8304       |
| 0.0246        | 3.86  | 15440 | 0.0274          | 0.4100   | 0.8200        | 0.8200           | 0             | 0.8200            | 0.0      | 0.8200       |
| 0.0334        | 3.87  | 15460 | 0.0257          | 0.4164   | 0.8328        | 0.8328           | 0             | 0.8328            | 0.0      | 0.8328       |
| 0.0054        | 3.87  | 15480 | 0.0255          | 0.4175   | 0.8350        | 0.8350           | 0             | 0.8350            | 0.0      | 0.8350       |
| 0.0219        | 3.88  | 15500 | 0.0256          | 0.4047   | 0.8093        | 0.8093           | 0             | 0.8093            | 0.0      | 0.8093       |
| 0.0451        | 3.88  | 15520 | 0.0255          | 0.4192   | 0.8383        | 0.8383           | 0             | 0.8383            | 0.0      | 0.8383       |
| 0.0984        | 3.88  | 15540 | 0.0248          | 0.4128   | 0.8256        | 0.8256           | 0             | 0.8256            | 0.0      | 0.8256       |
| 0.012         | 3.89  | 15560 | 0.0253          | 0.4194   | 0.8388        | 0.8388           | 0             | 0.8388            | 0.0      | 0.8388       |
| 0.0079        | 3.9   | 15580 | 0.0245          | 0.4064   | 0.8128        | 0.8128           | 0             | 0.8128            | 0.0      | 0.8128       |
| 0.0033        | 3.9   | 15600 | 0.0256          | 0.3992   | 0.7985        | 0.7985           | 0             | 0.7985            | 0.0      | 0.7985       |
| 0.0369        | 3.91  | 15620 | 0.0271          | 0.4066   | 0.8132        | 0.8132           | 0             | 0.8132            | 0.0      | 0.8132       |
| 0.004         | 3.91  | 15640 | 0.0271          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0178        | 3.92  | 15660 | 0.0265          | 0.4124   | 0.8249        | 0.8249           | 0             | 0.8249            | 0.0      | 0.8249       |
| 0.0075        | 3.92  | 15680 | 0.0265          | 0.4014   | 0.8028        | 0.8028           | 0             | 0.8028            | 0.0      | 0.8028       |
| 0.0268        | 3.92  | 15700 | 0.0266          | 0.4036   | 0.8073        | 0.8073           | 0             | 0.8073            | 0.0      | 0.8073       |
| 0.0502        | 3.93  | 15720 | 0.0265          | 0.4053   | 0.8105        | 0.8105           | 0             | 0.8105            | 0.0      | 0.8105       |
| 0.0114        | 3.94  | 15740 | 0.0262          | 0.3996   | 0.7993        | 0.7993           | 0             | 0.7993            | 0.0      | 0.7993       |
| 0.0045        | 3.94  | 15760 | 0.0266          | 0.4030   | 0.8060        | 0.8060           | 0             | 0.8060            | 0.0      | 0.8060       |
| 0.0053        | 3.94  | 15780 | 0.0256          | 0.4094   | 0.8188        | 0.8188           | 0             | 0.8188            | 0.0      | 0.8188       |
| 0.0131        | 3.95  | 15800 | 0.0250          | 0.4162   | 0.8324        | 0.8324           | 0             | 0.8324            | 0.0      | 0.8324       |
| 0.001         | 3.96  | 15820 | 0.0255          | 0.4124   | 0.8248        | 0.8248           | 0             | 0.8248            | 0.0      | 0.8248       |
| 0.0064        | 3.96  | 15840 | 0.0251          | 0.4164   | 0.8328        | 0.8328           | 0             | 0.8328            | 0.0      | 0.8328       |
| 0.0021        | 3.96  | 15860 | 0.0247          | 0.4184   | 0.8369        | 0.8369           | 0             | 0.8369            | 0.0      | 0.8369       |
| 0.0001        | 3.97  | 15880 | 0.0247          | 0.4032   | 0.8064        | 0.8064           | 0             | 0.8064            | 0.0      | 0.8064       |
| 0.0201        | 3.98  | 15900 | 0.0245          | 0.4043   | 0.8085        | 0.8085           | 0             | 0.8085            | 0.0      | 0.8085       |
| 0.0219        | 3.98  | 15920 | 0.0237          | 0.4098   | 0.8196        | 0.8196           | 0             | 0.8196            | 0.0      | 0.8196       |
| 0.0026        | 3.98  | 15940 | 0.0246          | 0.4140   | 0.8281        | 0.8281           | 0             | 0.8281            | 0.0      | 0.8281       |
| 0.0071        | 3.99  | 15960 | 0.0239          | 0.4125   | 0.8251        | 0.8251           | 0             | 0.8251            | 0.0      | 0.8251       |
| 0.016         | 4.0   | 15980 | 0.0241          | 0.4120   | 0.8239        | 0.8239           | 0             | 0.8239            | 0.0      | 0.8239       |
| 0.0011        | 4.0   | 16000 | 0.0249          | 0.4111   | 0.8222        | 0.8222           | 0             | 0.8222            | 0.0      | 0.8222       |
| 0.0134        | 4.0   | 16020 | 0.0246          | 0.4145   | 0.8291        | 0.8291           | 0             | 0.8291            | 0.0      | 0.8291       |
| 0.008         | 4.01  | 16040 | 0.0250          | 0.4187   | 0.8373        | 0.8373           | 0             | 0.8373            | 0.0      | 0.8373       |
| 0.0069        | 4.01  | 16060 | 0.0255          | 0.4186   | 0.8371        | 0.8371           | 0             | 0.8371            | 0.0      | 0.8371       |
| 0.0107        | 4.02  | 16080 | 0.0249          | 0.4131   | 0.8262        | 0.8262           | 0             | 0.8262            | 0.0      | 0.8262       |
| 0.0074        | 4.03  | 16100 | 0.0256          | 0.4091   | 0.8183        | 0.8183           | 0             | 0.8183            | 0.0      | 0.8183       |
| 0.0002        | 4.03  | 16120 | 0.0246          | 0.4090   | 0.8181        | 0.8181           | 0             | 0.8181            | 0.0      | 0.8181       |
| 0.0069        | 4.04  | 16140 | 0.0251          | 0.4084   | 0.8169        | 0.8169           | 0             | 0.8169            | 0.0      | 0.8169       |
| 0.0057        | 4.04  | 16160 | 0.0261          | 0.4160   | 0.8320        | 0.8320           | 0             | 0.8320            | 0.0      | 0.8320       |
| 0.1088        | 4.04  | 16180 | 0.0252          | 0.4157   | 0.8315        | 0.8315           | 0             | 0.8315            | 0.0      | 0.8315       |
| 0.0094        | 4.05  | 16200 | 0.0257          | 0.4205   | 0.8411        | 0.8411           | 0             | 0.8411            | 0.0      | 0.8411       |
| 0.0177        | 4.05  | 16220 | 0.0249          | 0.4108   | 0.8216        | 0.8216           | 0             | 0.8216            | 0.0      | 0.8216       |
| 0.0082        | 4.06  | 16240 | 0.0246          | 0.4044   | 0.8088        | 0.8088           | 0             | 0.8088            | 0.0      | 0.8088       |
| 0.0178        | 4.07  | 16260 | 0.0247          | 0.4139   | 0.8279        | 0.8279           | 0             | 0.8279            | 0.0      | 0.8279       |
| 0.0106        | 4.07  | 16280 | 0.0256          | 0.3955   | 0.7909        | 0.7909           | 0             | 0.7909            | 0.0      | 0.7909       |
| 0.0105        | 4.08  | 16300 | 0.0257          | 0.4041   | 0.8082        | 0.8082           | 0             | 0.8082            | 0.0      | 0.8082       |
| 0.007         | 4.08  | 16320 | 0.0264          | 0.3982   | 0.7964        | 0.7964           | 0             | 0.7964            | 0.0      | 0.7964       |
| 0.0125        | 4.08  | 16340 | 0.0263          | 0.3952   | 0.7905        | 0.7905           | 0             | 0.7905            | 0.0      | 0.7905       |
| 0.0135        | 4.09  | 16360 | 0.0250          | 0.4116   | 0.8233        | 0.8233           | 0             | 0.8233            | 0.0      | 0.8233       |
| 0.0087        | 4.09  | 16380 | 0.0251          | 0.4244   | 0.8487        | 0.8487           | 0             | 0.8487            | 0.0      | 0.8487       |
| 0.0193        | 4.1   | 16400 | 0.0249          | 0.4227   | 0.8453        | 0.8453           | 0             | 0.8453            | 0.0      | 0.8453       |
| 0.0066        | 4.11  | 16420 | 0.0249          | 0.4086   | 0.8172        | 0.8172           | 0             | 0.8172            | 0.0      | 0.8172       |
| 0.0161        | 4.11  | 16440 | 0.0249          | 0.4134   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0231        | 4.12  | 16460 | 0.0245          | 0.4113   | 0.8227        | 0.8227           | 0             | 0.8227            | 0.0      | 0.8227       |
| 0.0092        | 4.12  | 16480 | 0.0241          | 0.4044   | 0.8087        | 0.8087           | 0             | 0.8087            | 0.0      | 0.8087       |
| 0.0188        | 4.12  | 16500 | 0.0246          | 0.4131   | 0.8263        | 0.8263           | 0             | 0.8263            | 0.0      | 0.8263       |
| 0.0145        | 4.13  | 16520 | 0.0242          | 0.4156   | 0.8311        | 0.8311           | 0             | 0.8311            | 0.0      | 0.8311       |
| 0.0024        | 4.13  | 16540 | 0.0252          | 0.4034   | 0.8067        | 0.8067           | 0             | 0.8067            | 0.0      | 0.8067       |
| 0.0054        | 4.14  | 16560 | 0.0260          | 0.3973   | 0.7946        | 0.7946           | 0             | 0.7946            | 0.0      | 0.7946       |
| 0.005         | 4.14  | 16580 | 0.0241          | 0.4091   | 0.8181        | 0.8181           | 0             | 0.8181            | 0.0      | 0.8181       |
| 0.0083        | 4.15  | 16600 | 0.0246          | 0.4068   | 0.8135        | 0.8135           | 0             | 0.8135            | 0.0      | 0.8135       |
| 0.0071        | 4.16  | 16620 | 0.0243          | 0.4094   | 0.8188        | 0.8188           | 0             | 0.8188            | 0.0      | 0.8188       |
| 0.0206        | 4.16  | 16640 | 0.0241          | 0.4073   | 0.8146        | 0.8146           | 0             | 0.8146            | 0.0      | 0.8146       |
| 0.0121        | 4.17  | 16660 | 0.0250          | 0.4096   | 0.8191        | 0.8191           | 0             | 0.8191            | 0.0      | 0.8191       |
| 0.016         | 4.17  | 16680 | 0.0247          | 0.4159   | 0.8318        | 0.8318           | 0             | 0.8318            | 0.0      | 0.8318       |
| 0.0049        | 4.17  | 16700 | 0.0251          | 0.4120   | 0.8241        | 0.8241           | 0             | 0.8241            | 0.0      | 0.8241       |
| 0.0035        | 4.18  | 16720 | 0.0254          | 0.4119   | 0.8237        | 0.8237           | 0             | 0.8237            | 0.0      | 0.8237       |
| 0.0122        | 4.18  | 16740 | 0.0261          | 0.4061   | 0.8121        | 0.8121           | 0             | 0.8121            | 0.0      | 0.8121       |
| 0.0122        | 4.19  | 16760 | 0.0263          | 0.3943   | 0.7886        | 0.7886           | 0             | 0.7886            | 0.0      | 0.7886       |
| 0.0047        | 4.2   | 16780 | 0.0265          | 0.4010   | 0.8020        | 0.8020           | 0             | 0.8020            | 0.0      | 0.8020       |
| 0.0346        | 4.2   | 16800 | 0.0272          | 0.4074   | 0.8149        | 0.8149           | 0             | 0.8149            | 0.0      | 0.8149       |
| 0.0481        | 4.21  | 16820 | 0.0247          | 0.4098   | 0.8196        | 0.8196           | 0             | 0.8196            | 0.0      | 0.8196       |
| 0.0177        | 4.21  | 16840 | 0.0243          | 0.4092   | 0.8184        | 0.8184           | 0             | 0.8184            | 0.0      | 0.8184       |
| 0.0033        | 4.21  | 16860 | 0.0251          | 0.4061   | 0.8122        | 0.8122           | 0             | 0.8122            | 0.0      | 0.8122       |
| 0.0143        | 4.22  | 16880 | 0.0257          | 0.4091   | 0.8182        | 0.8182           | 0             | 0.8182            | 0.0      | 0.8182       |
| 0.011         | 4.22  | 16900 | 0.0252          | 0.4088   | 0.8176        | 0.8176           | 0             | 0.8176            | 0.0      | 0.8176       |
| 0.0403        | 4.23  | 16920 | 0.0247          | 0.4160   | 0.8321        | 0.8321           | 0             | 0.8321            | 0.0      | 0.8321       |
| 0.0111        | 4.24  | 16940 | 0.0251          | 0.4187   | 0.8375        | 0.8375           | 0             | 0.8375            | 0.0      | 0.8375       |
| 0.0125        | 4.24  | 16960 | 0.0248          | 0.4113   | 0.8225        | 0.8225           | 0             | 0.8225            | 0.0      | 0.8225       |
| 0.007         | 4.25  | 16980 | 0.0257          | 0.4094   | 0.8188        | 0.8188           | 0             | 0.8188            | 0.0      | 0.8188       |
| 0.0166        | 4.25  | 17000 | 0.0255          | 0.4145   | 0.8291        | 0.8291           | 0             | 0.8291            | 0.0      | 0.8291       |
| 0.0365        | 4.25  | 17020 | 0.0255          | 0.4085   | 0.8171        | 0.8171           | 0             | 0.8171            | 0.0      | 0.8171       |
| 0.0064        | 4.26  | 17040 | 0.0250          | 0.4131   | 0.8262        | 0.8262           | 0             | 0.8262            | 0.0      | 0.8262       |
| 0.0146        | 4.26  | 17060 | 0.0255          | 0.4107   | 0.8214        | 0.8214           | 0             | 0.8214            | 0.0      | 0.8214       |
| 0.024         | 4.27  | 17080 | 0.0257          | 0.4111   | 0.8223        | 0.8223           | 0             | 0.8223            | 0.0      | 0.8223       |
| 0.0058        | 4.28  | 17100 | 0.0252          | 0.4108   | 0.8216        | 0.8216           | 0             | 0.8216            | 0.0      | 0.8216       |
| 0.0052        | 4.28  | 17120 | 0.0255          | 0.4157   | 0.8315        | 0.8315           | 0             | 0.8315            | 0.0      | 0.8315       |
| 0.0055        | 4.29  | 17140 | 0.0249          | 0.4155   | 0.8309        | 0.8309           | 0             | 0.8309            | 0.0      | 0.8309       |
| 0.0016        | 4.29  | 17160 | 0.0255          | 0.4093   | 0.8186        | 0.8186           | 0             | 0.8186            | 0.0      | 0.8186       |
| 0.0064        | 4.29  | 17180 | 0.0261          | 0.3956   | 0.7912        | 0.7912           | 0             | 0.7912            | 0.0      | 0.7912       |
| 0.0093        | 4.3   | 17200 | 0.0252          | 0.4049   | 0.8098        | 0.8098           | 0             | 0.8098            | 0.0      | 0.8098       |
| 0.0117        | 4.3   | 17220 | 0.0250          | 0.4134   | 0.8269        | 0.8269           | 0             | 0.8269            | 0.0      | 0.8269       |
| 0.0208        | 4.31  | 17240 | 0.0252          | 0.4165   | 0.8330        | 0.8330           | 0             | 0.8330            | 0.0      | 0.8330       |
| 0.0036        | 4.32  | 17260 | 0.0256          | 0.4125   | 0.8251        | 0.8251           | 0             | 0.8251            | 0.0      | 0.8251       |
| 0.0075        | 4.32  | 17280 | 0.0251          | 0.4170   | 0.8340        | 0.8340           | 0             | 0.8340            | 0.0      | 0.8340       |
| 0.0058        | 4.33  | 17300 | 0.0259          | 0.4113   | 0.8226        | 0.8226           | 0             | 0.8226            | 0.0      | 0.8226       |
| 0.0118        | 4.33  | 17320 | 0.0259          | 0.4096   | 0.8191        | 0.8191           | 0             | 0.8191            | 0.0      | 0.8191       |
| 0.0224        | 4.33  | 17340 | 0.0260          | 0.4044   | 0.8088        | 0.8088           | 0             | 0.8088            | 0.0      | 0.8088       |
| 0.0102        | 4.34  | 17360 | 0.0255          | 0.4100   | 0.8200        | 0.8200           | 0             | 0.8200            | 0.0      | 0.8200       |
| 0.0075        | 4.34  | 17380 | 0.0249          | 0.4134   | 0.8267        | 0.8267           | 0             | 0.8267            | 0.0      | 0.8267       |
| 0.0138        | 4.35  | 17400 | 0.0251          | 0.4082   | 0.8164        | 0.8164           | 0             | 0.8164            | 0.0      | 0.8164       |
| 0.009         | 4.36  | 17420 | 0.0255          | 0.4078   | 0.8156        | 0.8156           | 0             | 0.8156            | 0.0      | 0.8156       |
| 0.0087        | 4.36  | 17440 | 0.0255          | 0.4140   | 0.8279        | 0.8279           | 0             | 0.8279            | 0.0      | 0.8279       |
| 0.0144        | 4.37  | 17460 | 0.0258          | 0.4192   | 0.8384        | 0.8384           | 0             | 0.8384            | 0.0      | 0.8384       |
| 0.0208        | 4.37  | 17480 | 0.0266          | 0.4066   | 0.8131        | 0.8131           | 0             | 0.8131            | 0.0      | 0.8131       |
| 0.0163        | 4.38  | 17500 | 0.0259          | 0.4074   | 0.8149        | 0.8149           | 0             | 0.8149            | 0.0      | 0.8149       |
| 0.0129        | 4.38  | 17520 | 0.0256          | 0.4082   | 0.8163        | 0.8163           | 0             | 0.8163            | 0.0      | 0.8163       |
| 0.0068        | 4.38  | 17540 | 0.0260          | 0.4123   | 0.8246        | 0.8246           | 0             | 0.8246            | 0.0      | 0.8246       |
| 0.0043        | 4.39  | 17560 | 0.0260          | 0.4104   | 0.8209        | 0.8209           | 0             | 0.8209            | 0.0      | 0.8209       |
| 0.0002        | 4.39  | 17580 | 0.0268          | 0.4039   | 0.8078        | 0.8078           | 0             | 0.8078            | 0.0      | 0.8078       |
| 0.0112        | 4.4   | 17600 | 0.0259          | 0.4037   | 0.8074        | 0.8074           | 0             | 0.8074            | 0.0      | 0.8074       |
| 0.0099        | 4.41  | 17620 | 0.0262          | 0.4153   | 0.8306        | 0.8306           | 0             | 0.8306            | 0.0      | 0.8306       |
| 0.0015        | 4.41  | 17640 | 0.0265          | 0.4195   | 0.8391        | 0.8391           | 0             | 0.8391            | 0.0      | 0.8391       |
| 0.0111        | 4.42  | 17660 | 0.0262          | 0.4091   | 0.8183        | 0.8183           | 0             | 0.8183            | 0.0      | 0.8183       |
| 0.0173        | 4.42  | 17680 | 0.0269          | 0.4160   | 0.8320        | 0.8320           | 0             | 0.8320            | 0.0      | 0.8320       |
| 0.0084        | 4.42  | 17700 | 0.0272          | 0.4106   | 0.8212        | 0.8212           | 0             | 0.8212            | 0.0      | 0.8212       |
| 0.0057        | 4.43  | 17720 | 0.0256          | 0.4071   | 0.8142        | 0.8142           | 0             | 0.8142            | 0.0      | 0.8142       |
| 0.001         | 4.43  | 17740 | 0.0270          | 0.4036   | 0.8072        | 0.8072           | 0             | 0.8072            | 0.0      | 0.8072       |
| 0.04          | 4.44  | 17760 | 0.0261          | 0.4035   | 0.8069        | 0.8069           | 0             | 0.8069            | 0.0      | 0.8069       |
| 0.0037        | 4.45  | 17780 | 0.0276          | 0.4026   | 0.8051        | 0.8051           | 0             | 0.8051            | 0.0      | 0.8051       |
| 0.0019        | 4.45  | 17800 | 0.0266          | 0.4108   | 0.8215        | 0.8215           | 0             | 0.8215            | 0.0      | 0.8215       |
| 0.0068        | 4.46  | 17820 | 0.0268          | 0.4069   | 0.8139        | 0.8139           | 0             | 0.8139            | 0.0      | 0.8139       |
| 0.0075        | 4.46  | 17840 | 0.0263          | 0.4088   | 0.8177        | 0.8177           | 0             | 0.8177            | 0.0      | 0.8177       |
| 0.0128        | 4.46  | 17860 | 0.0268          | 0.4068   | 0.8137        | 0.8137           | 0             | 0.8137            | 0.0      | 0.8137       |
| 0.0031        | 4.47  | 17880 | 0.0260          | 0.4149   | 0.8299        | 0.8299           | 0             | 0.8299            | 0.0      | 0.8299       |
| 0.0043        | 4.47  | 17900 | 0.0262          | 0.4153   | 0.8307        | 0.8307           | 0             | 0.8307            | 0.0      | 0.8307       |
| 0.0002        | 4.48  | 17920 | 0.0262          | 0.4141   | 0.8283        | 0.8283           | 0             | 0.8283            | 0.0      | 0.8283       |
| 0.0236        | 4.49  | 17940 | 0.0264          | 0.4117   | 0.8233        | 0.8233           | 0             | 0.8233            | 0.0      | 0.8233       |
| 0.0038        | 4.49  | 17960 | 0.0257          | 0.4059   | 0.8117        | 0.8117           | 0             | 0.8117            | 0.0      | 0.8117       |
| 0.0055        | 4.5   | 17980 | 0.0272          | 0.3980   | 0.7960        | 0.7960           | 0             | 0.7960            | 0.0      | 0.7960       |
| 0.0103        | 4.5   | 18000 | 0.0272          | 0.3974   | 0.7947        | 0.7947           | 0             | 0.7947            | 0.0      | 0.7947       |
| 0.0069        | 4.5   | 18020 | 0.0274          | 0.3931   | 0.7863        | 0.7863           | 0             | 0.7863            | 0.0      | 0.7863       |
| 0.0061        | 4.51  | 18040 | 0.0269          | 0.4071   | 0.8143        | 0.8143           | 0             | 0.8143            | 0.0      | 0.8143       |
| 0.0121        | 4.51  | 18060 | 0.0264          | 0.4122   | 0.8245        | 0.8245           | 0             | 0.8245            | 0.0      | 0.8245       |
| 0.0103        | 4.52  | 18080 | 0.0258          | 0.4149   | 0.8298        | 0.8298           | 0             | 0.8298            | 0.0      | 0.8298       |
| 0.0076        | 4.53  | 18100 | 0.0267          | 0.4065   | 0.8130        | 0.8130           | 0             | 0.8130            | 0.0      | 0.8130       |
| 0.0204        | 4.53  | 18120 | 0.0269          | 0.4011   | 0.8022        | 0.8022           | 0             | 0.8022            | 0.0      | 0.8022       |
| 0.0143        | 4.54  | 18140 | 0.0264          | 0.3992   | 0.7984        | 0.7984           | 0             | 0.7984            | 0.0      | 0.7984       |
| 0.0179        | 4.54  | 18160 | 0.0260          | 0.4055   | 0.8111        | 0.8111           | 0             | 0.8111            | 0.0      | 0.8111       |
| 0.0141        | 4.54  | 18180 | 0.0264          | 0.4085   | 0.8170        | 0.8170           | 0             | 0.8170            | 0.0      | 0.8170       |
| 0.0237        | 4.55  | 18200 | 0.0268          | 0.4106   | 0.8213        | 0.8213           | 0             | 0.8213            | 0.0      | 0.8213       |
| 0.0101        | 4.55  | 18220 | 0.0271          | 0.4124   | 0.8249        | 0.8249           | 0             | 0.8249            | 0.0      | 0.8249       |
| 0.0024        | 4.56  | 18240 | 0.0258          | 0.4141   | 0.8282        | 0.8282           | 0             | 0.8282            | 0.0      | 0.8282       |
| 0.0103        | 4.56  | 18260 | 0.0268          | 0.4127   | 0.8254        | 0.8254           | 0             | 0.8254            | 0.0      | 0.8254       |
| 0.0273        | 4.57  | 18280 | 0.0264          | 0.4089   | 0.8178        | 0.8178           | 0             | 0.8178            | 0.0      | 0.8178       |
| 0.0073        | 4.58  | 18300 | 0.0257          | 0.4076   | 0.8152        | 0.8152           | 0             | 0.8152            | 0.0      | 0.8152       |
| 0.0112        | 4.58  | 18320 | 0.0264          | 0.4086   | 0.8172        | 0.8172           | 0             | 0.8172            | 0.0      | 0.8172       |
| 0.0118        | 4.58  | 18340 | 0.0262          | 0.4106   | 0.8213        | 0.8213           | 0             | 0.8213            | 0.0      | 0.8213       |
| 0.0147        | 4.59  | 18360 | 0.0262          | 0.4101   | 0.8203        | 0.8203           | 0             | 0.8203            | 0.0      | 0.8203       |
| 0.0145        | 4.59  | 18380 | 0.0270          | 0.4059   | 0.8119        | 0.8119           | 0             | 0.8119            | 0.0      | 0.8119       |
| 0.0129        | 4.6   | 18400 | 0.0276          | 0.4015   | 0.8030        | 0.8030           | 0             | 0.8030            | 0.0      | 0.8030       |
| 0.0098        | 4.61  | 18420 | 0.0281          | 0.4006   | 0.8013        | 0.8013           | 0             | 0.8013            | 0.0      | 0.8013       |
| 0.0111        | 4.61  | 18440 | 0.0278          | 0.4058   | 0.8116        | 0.8116           | 0             | 0.8116            | 0.0      | 0.8116       |
| 0.0083        | 4.62  | 18460 | 0.0267          | 0.4108   | 0.8215        | 0.8215           | 0             | 0.8215            | 0.0      | 0.8215       |
| 0.0129        | 4.62  | 18480 | 0.0272          | 0.4145   | 0.8290        | 0.8290           | 0             | 0.8290            | 0.0      | 0.8290       |
| 0.0113        | 4.62  | 18500 | 0.0268          | 0.4147   | 0.8294        | 0.8294           | 0             | 0.8294            | 0.0      | 0.8294       |
| 0.0007        | 4.63  | 18520 | 0.0272          | 0.4112   | 0.8223        | 0.8223           | 0             | 0.8223            | 0.0      | 0.8223       |
| 0.003         | 4.63  | 18540 | 0.0261          | 0.4128   | 0.8257        | 0.8257           | 0             | 0.8257            | 0.0      | 0.8257       |
| 0.0142        | 4.64  | 18560 | 0.0264          | 0.4087   | 0.8174        | 0.8174           | 0             | 0.8174            | 0.0      | 0.8174       |
| 0.0158        | 4.64  | 18580 | 0.0266          | 0.4053   | 0.8105        | 0.8105           | 0             | 0.8105            | 0.0      | 0.8105       |
| 0.0367        | 4.65  | 18600 | 0.0259          | 0.4124   | 0.8248        | 0.8248           | 0             | 0.8248            | 0.0      | 0.8248       |
| 0.0084        | 4.66  | 18620 | 0.0257          | 0.4147   | 0.8295        | 0.8295           | 0             | 0.8295            | 0.0      | 0.8295       |
| 0.0124        | 4.66  | 18640 | 0.0264          | 0.4126   | 0.8252        | 0.8252           | 0             | 0.8252            | 0.0      | 0.8252       |
| 0.004         | 4.67  | 18660 | 0.0268          | 0.4182   | 0.8364        | 0.8364           | 0             | 0.8364            | 0.0      | 0.8364       |
| 0.0027        | 4.67  | 18680 | 0.0275          | 0.4120   | 0.8241        | 0.8241           | 0             | 0.8241            | 0.0      | 0.8241       |
| 0.0031        | 4.67  | 18700 | 0.0268          | 0.4097   | 0.8194        | 0.8194           | 0             | 0.8194            | 0.0      | 0.8194       |
| 0.0264        | 4.68  | 18720 | 0.0282          | 0.4061   | 0.8123        | 0.8123           | 0             | 0.8123            | 0.0      | 0.8123       |
| 0.0061        | 4.69  | 18740 | 0.0274          | 0.4049   | 0.8098        | 0.8098           | 0             | 0.8098            | 0.0      | 0.8098       |
| 0.0041        | 4.69  | 18760 | 0.0274          | 0.4026   | 0.8052        | 0.8052           | 0             | 0.8052            | 0.0      | 0.8052       |
| 0.0053        | 4.7   | 18780 | 0.0271          | 0.4041   | 0.8083        | 0.8083           | 0             | 0.8083            | 0.0      | 0.8083       |
| 0.0231        | 4.7   | 18800 | 0.0268          | 0.4048   | 0.8097        | 0.8097           | 0             | 0.8097            | 0.0      | 0.8097       |
| 0.0092        | 4.71  | 18820 | 0.0261          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.0483        | 4.71  | 18840 | 0.0259          | 0.4070   | 0.8139        | 0.8139           | 0             | 0.8139            | 0.0      | 0.8139       |
| 0.0026        | 4.71  | 18860 | 0.0267          | 0.4029   | 0.8057        | 0.8057           | 0             | 0.8057            | 0.0      | 0.8057       |
| 0.0108        | 4.72  | 18880 | 0.0256          | 0.4047   | 0.8094        | 0.8094           | 0             | 0.8094            | 0.0      | 0.8094       |
| 0.0016        | 4.72  | 18900 | 0.0257          | 0.4072   | 0.8144        | 0.8144           | 0             | 0.8144            | 0.0      | 0.8144       |
| 1.1807        | 4.73  | 18920 | 0.0264          | 0.3997   | 0.7993        | 0.7993           | 0             | 0.7993            | 0.0      | 0.7993       |
| 0.0085        | 4.74  | 18940 | 0.0267          | 0.4035   | 0.8069        | 0.8069           | 0             | 0.8069            | 0.0      | 0.8069       |
| 0.0052        | 4.74  | 18960 | 0.0265          | 0.4104   | 0.8209        | 0.8209           | 0             | 0.8209            | 0.0      | 0.8209       |
| 0.0206        | 4.75  | 18980 | 0.0262          | 0.4062   | 0.8124        | 0.8124           | 0             | 0.8124            | 0.0      | 0.8124       |
| 0.0103        | 4.75  | 19000 | 0.0265          | 0.4080   | 0.8161        | 0.8161           | 0             | 0.8161            | 0.0      | 0.8161       |
| 0.0197        | 4.75  | 19020 | 0.0271          | 0.4081   | 0.8162        | 0.8162           | 0             | 0.8162            | 0.0      | 0.8162       |
| 0.0043        | 4.76  | 19040 | 0.0269          | 0.4139   | 0.8278        | 0.8278           | 0             | 0.8278            | 0.0      | 0.8278       |
| 0.0098        | 4.76  | 19060 | 0.0268          | 0.4115   | 0.8231        | 0.8231           | 0             | 0.8231            | 0.0      | 0.8231       |
| 0.016         | 4.77  | 19080 | 0.0261          | 0.4127   | 0.8254        | 0.8254           | 0             | 0.8254            | 0.0      | 0.8254       |
| 0.0065        | 4.78  | 19100 | 0.0271          | 0.4098   | 0.8195        | 0.8195           | 0             | 0.8195            | 0.0      | 0.8195       |
| 0.0084        | 4.78  | 19120 | 0.0260          | 0.4095   | 0.8190        | 0.8190           | 0             | 0.8190            | 0.0      | 0.8190       |
| 0.0035        | 4.79  | 19140 | 0.0266          | 0.4081   | 0.8161        | 0.8161           | 0             | 0.8161            | 0.0      | 0.8161       |
| 0.0126        | 4.79  | 19160 | 0.0268          | 0.4084   | 0.8167        | 0.8167           | 0             | 0.8167            | 0.0      | 0.8167       |
| 0.0015        | 4.79  | 19180 | 0.0273          | 0.4080   | 0.8159        | 0.8159           | 0             | 0.8159            | 0.0      | 0.8159       |
| 0.0127        | 4.8   | 19200 | 0.0281          | 0.4088   | 0.8176        | 0.8176           | 0             | 0.8176            | 0.0      | 0.8176       |
| 0.011         | 4.8   | 19220 | 0.0269          | 0.4117   | 0.8234        | 0.8234           | 0             | 0.8234            | 0.0      | 0.8234       |
| 0.0096        | 4.81  | 19240 | 0.0272          | 0.4088   | 0.8175        | 0.8175           | 0             | 0.8175            | 0.0      | 0.8175       |
| 0.0147        | 4.81  | 19260 | 0.0265          | 0.4065   | 0.8131        | 0.8131           | 0             | 0.8131            | 0.0      | 0.8131       |
| 0.0039        | 4.82  | 19280 | 0.0277          | 0.4038   | 0.8076        | 0.8076           | 0             | 0.8076            | 0.0      | 0.8076       |
| 0.0168        | 4.83  | 19300 | 0.0264          | 0.4058   | 0.8116        | 0.8116           | 0             | 0.8116            | 0.0      | 0.8116       |
| 0.0088        | 4.83  | 19320 | 0.0268          | 0.4082   | 0.8164        | 0.8164           | 0             | 0.8164            | 0.0      | 0.8164       |
| 0.01          | 4.83  | 19340 | 0.0256          | 0.4106   | 0.8212        | 0.8212           | 0             | 0.8212            | 0.0      | 0.8212       |
| 0.0089        | 4.84  | 19360 | 0.0256          | 0.4118   | 0.8237        | 0.8237           | 0             | 0.8237            | 0.0      | 0.8237       |
| 0.0102        | 4.84  | 19380 | 0.0261          | 0.4120   | 0.8239        | 0.8239           | 0             | 0.8239            | 0.0      | 0.8239       |
| 0.0107        | 4.85  | 19400 | 0.0254          | 0.4112   | 0.8225        | 0.8225           | 0             | 0.8225            | 0.0      | 0.8225       |
| 0.0134        | 4.86  | 19420 | 0.0257          | 0.4169   | 0.8338        | 0.8338           | 0             | 0.8338            | 0.0      | 0.8338       |
| 0.0084        | 4.86  | 19440 | 0.0259          | 0.4125   | 0.8250        | 0.8250           | 0             | 0.8250            | 0.0      | 0.8250       |
| 0.0116        | 4.87  | 19460 | 0.0273          | 0.4102   | 0.8203        | 0.8203           | 0             | 0.8203            | 0.0      | 0.8203       |
| 0.0172        | 4.87  | 19480 | 0.0260          | 0.4101   | 0.8201        | 0.8201           | 0             | 0.8201            | 0.0      | 0.8201       |
| 0.0221        | 4.88  | 19500 | 0.0254          | 0.4101   | 0.8202        | 0.8202           | 0             | 0.8202            | 0.0      | 0.8202       |
| 0.0071        | 4.88  | 19520 | 0.0264          | 0.4080   | 0.8160        | 0.8160           | 0             | 0.8160            | 0.0      | 0.8160       |
| 0.0146        | 4.88  | 19540 | 0.0260          | 0.4064   | 0.8127        | 0.8127           | 0             | 0.8127            | 0.0      | 0.8127       |
| 0.0057        | 4.89  | 19560 | 0.0254          | 0.4104   | 0.8208        | 0.8208           | 0             | 0.8208            | 0.0      | 0.8208       |
| 0.0065        | 4.89  | 19580 | 0.0259          | 0.4076   | 0.8153        | 0.8153           | 0             | 0.8153            | 0.0      | 0.8153       |
| 0.0122        | 4.9   | 19600 | 0.0260          | 0.4085   | 0.8171        | 0.8171           | 0             | 0.8171            | 0.0      | 0.8171       |
| 0.0135        | 4.91  | 19620 | 0.0257          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.0038        | 4.91  | 19640 | 0.0260          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.005         | 4.92  | 19660 | 0.0269          | 0.4054   | 0.8108        | 0.8108           | 0             | 0.8108            | 0.0      | 0.8108       |
| 0.0258        | 4.92  | 19680 | 0.0265          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.011         | 4.92  | 19700 | 0.0264          | 0.4086   | 0.8173        | 0.8173           | 0             | 0.8173            | 0.0      | 0.8173       |
| 0.008         | 4.93  | 19720 | 0.0263          | 0.4106   | 0.8211        | 0.8211           | 0             | 0.8211            | 0.0      | 0.8211       |
| 0.0254        | 4.94  | 19740 | 0.0260          | 0.4093   | 0.8187        | 0.8187           | 0             | 0.8187            | 0.0      | 0.8187       |
| 0.0045        | 4.94  | 19760 | 0.0261          | 0.4086   | 0.8173        | 0.8173           | 0             | 0.8173            | 0.0      | 0.8173       |
| 0.0041        | 4.95  | 19780 | 0.0268          | 0.4099   | 0.8199        | 0.8199           | 0             | 0.8199            | 0.0      | 0.8199       |
| 0.0069        | 4.95  | 19800 | 0.0265          | 0.4102   | 0.8205        | 0.8205           | 0             | 0.8205            | 0.0      | 0.8205       |
| 0.0153        | 4.96  | 19820 | 0.0267          | 0.4093   | 0.8186        | 0.8186           | 0             | 0.8186            | 0.0      | 0.8186       |
| 0.0177        | 4.96  | 19840 | 0.0274          | 0.4059   | 0.8118        | 0.8118           | 0             | 0.8118            | 0.0      | 0.8118       |
| 0.0072        | 4.96  | 19860 | 0.0272          | 0.4075   | 0.8150        | 0.8150           | 0             | 0.8150            | 0.0      | 0.8150       |
| 0.0077        | 4.97  | 19880 | 0.0251          | 0.4139   | 0.8278        | 0.8278           | 0             | 0.8278            | 0.0      | 0.8278       |
| 0.015         | 4.97  | 19900 | 0.0266          | 0.4084   | 0.8169        | 0.8169           | 0             | 0.8169            | 0.0      | 0.8169       |
| 0.035         | 4.98  | 19920 | 0.0262          | 0.4069   | 0.8138        | 0.8138           | 0             | 0.8138            | 0.0      | 0.8138       |
| 0.016         | 4.99  | 19940 | 0.0269          | 0.4087   | 0.8173        | 0.8173           | 0             | 0.8173            | 0.0      | 0.8173       |
| 0.0277        | 4.99  | 19960 | 0.0256          | 0.4056   | 0.8113        | 0.8113           | 0             | 0.8113            | 0.0      | 0.8113       |
| 0.013         | 5.0   | 19980 | 0.0275          | 0.4039   | 0.8078        | 0.8078           | 0             | 0.8078            | 0.0      | 0.8078       |
| 0.0229        | 5.0   | 20000 | 0.0260          | 0.4072   | 0.8144        | 0.8144           | 0             | 0.8144            | 0.0      | 0.8144       |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "other", "tags": ["vision", "image-segmentation", "generated_from_trainer"], "base_model": "nvidia/mit-b0", "model-index": [{"name": "copiapoasegmentation-v2", "results": []}]}
transformers safetensors segformer vision image-segmentation generated_from_trainer base_model:nvidia/mit-b0 license:other endpoints_compatible region:us