transformers tensorboard safetensors segformer vision image-segmentation generated_from_trainer base_model:nvidia/segformer-b3-finetuned-cityscapes-1024-1024 license:other endpoints_compatible region:us
---
license: other
base_model: nvidia/segformer-b3-finetuned-cityscapes-1024-1024
tags:
- vision
- image-segmentation
- generated_from_trainer
model-index:
- name: segformer-b3-cityscapes-512-512-finetuned-coastTrain_50epochs
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# segformer-b3-cityscapes-512-512-finetuned-coastTrain_50epochs

This model is a fine-tuned version of [nvidia/segformer-b3-finetuned-cityscapes-1024-1024](https://huggingface.co/nvidia/segformer-b3-finetuned-cityscapes-1024-1024) on the peldrak/coastTrain_512-512 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5328
- Mean Iou: 0.7402
- Mean Accuracy: 0.8345
- Overall Accuracy: 0.8995
- Accuracy Water: 0.9472
- Accuracy Whitewater: 0.8139
- Accuracy Sediment: 0.8796
- Accuracy Other Natural Terrain: 0.5587
- Accuracy Vegetation: 0.9175
- Accuracy Development: 0.8744
- Accuracy Unknown: 0.8503
- Iou Water: 0.8830
- Iou Whitewater: 0.6854
- Iou Sediment: 0.7777
- Iou Other Natural Terrain: 0.4534
- Iou Vegetation: 0.8340
- Iou Development: 0.7384
- Iou Unknown: 0.8091

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 40

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Water | Accuracy Whitewater | Accuracy Sediment | Accuracy Other Natural Terrain | Accuracy Vegetation | Accuracy Development | Accuracy Unknown | Iou Water | Iou Whitewater | Iou Sediment | Iou Other Natural Terrain | Iou Vegetation | Iou Development | Iou Unknown |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:--------------:|:-------------------:|:-----------------:|:------------------------------:|:-------------------:|:--------------------:|:----------------:|:---------:|:--------------:|:------------:|:-------------------------:|:--------------:|:---------------:|:-----------:|
| 1.819         | 0.05  | 20    | 1.6652          | 0.1742   | 0.2778        | 0.4848           | 0.5623         | 0.0179              | 0.3709            | 0.0031                         | 0.8151              | 0.1633               | 0.0121           | 0.3821    | 0.0134         | 0.2639       | 0.0029                    | 0.4354         | 0.1100          | 0.0116      |
| 1.7261        | 0.11  | 40    | 1.3937          | 0.2544   | 0.3553        | 0.6008           | 0.7592         | 0.0293              | 0.1060            | 0.0001                         | 0.8580              | 0.4454               | 0.2892           | 0.5488    | 0.0283         | 0.0911       | 0.0001                    | 0.4885         | 0.3368          | 0.2871      |
| 1.2623        | 0.16  | 60    | 1.2644          | 0.2652   | 0.3629        | 0.6090           | 0.6938         | 0.0572              | 0.0832            | 0.0000                         | 0.9639              | 0.4355               | 0.3063           | 0.5505    | 0.0565         | 0.0759       | 0.0000                    | 0.4960         | 0.3729          | 0.3048      |
| 1.0987        | 0.22  | 80    | 1.1180          | 0.2889   | 0.3841        | 0.6546           | 0.7972         | 0.0001              | 0.0538            | 0.0                            | 0.9640              | 0.4985               | 0.3754           | 0.6099    | 0.0001         | 0.0520       | 0.0                       | 0.5473         | 0.4394          | 0.3734      |
| 1.1484        | 0.27  | 100   | 1.0266          | 0.3212   | 0.4211        | 0.6828           | 0.8465         | 0.0015              | 0.1904            | 0.0                            | 0.9195              | 0.5661               | 0.4237           | 0.6575    | 0.0015         | 0.1690       | 0.0                       | 0.5755         | 0.4459          | 0.3990      |
| 0.8779        | 0.32  | 120   | 0.9490          | 0.3473   | 0.4439        | 0.7077           | 0.8838         | 0.0                 | 0.3156            | 0.0                            | 0.9316              | 0.5962               | 0.3798           | 0.6657    | 0.0            | 0.2738       | 0.0                       | 0.6232         | 0.4931          | 0.3751      |
| 1.103         | 0.38  | 140   | 0.8613          | 0.3941   | 0.5050        | 0.7409           | 0.8917         | 0.0                 | 0.5959            | 0.0                            | 0.8945              | 0.7355               | 0.4175           | 0.7125    | 0.0            | 0.4510       | 0.0                       | 0.6530         | 0.5313          | 0.4111      |
| 1.4642        | 0.43  | 160   | 0.8631          | 0.3867   | 0.5084        | 0.7286           | 0.8705         | 0.0007              | 0.5328            | 0.0                            | 0.8461              | 0.8428               | 0.4660           | 0.6951    | 0.0007         | 0.4323       | 0.0                       | 0.6318         | 0.5188          | 0.4284      |
| 1.058         | 0.49  | 180   | 0.8220          | 0.4019   | 0.5133        | 0.7434           | 0.8719         | 0.0000              | 0.5454            | 0.0                            | 0.8929              | 0.7774               | 0.5052           | 0.7278    | 0.0000         | 0.4200       | 0.0                       | 0.6344         | 0.5595          | 0.4717      |
| 1.0423        | 0.54  | 200   | 0.8452          | 0.3867   | 0.5301        | 0.7195           | 0.8196         | 0.0104              | 0.6703            | 0.0                            | 0.7908              | 0.8796               | 0.5399           | 0.7352    | 0.0104         | 0.4538       | 0.0                       | 0.6000         | 0.4181          | 0.4894      |
| 0.8507        | 0.59  | 220   | 0.7354          | 0.4301   | 0.5454        | 0.7661           | 0.9063         | 0.0308              | 0.7024            | 0.0                            | 0.8734              | 0.8135               | 0.4916           | 0.7511    | 0.0307         | 0.5356       | 0.0                       | 0.6695         | 0.5479          | 0.4758      |
| 1.304         | 0.65  | 240   | 0.7374          | 0.4177   | 0.5408        | 0.7606           | 0.8990         | 0.0030              | 0.8217            | 0.0                            | 0.8734              | 0.7723               | 0.4161           | 0.7410    | 0.0030         | 0.4974       | 0.0                       | 0.6902         | 0.5776          | 0.4146      |
| 0.7238        | 0.7   | 260   | 0.7586          | 0.4108   | 0.5126        | 0.7530           | 0.9048         | 0.0271              | 0.5367            | 0.0                            | 0.9085              | 0.7206               | 0.4905           | 0.7142    | 0.0270         | 0.3574       | 0.0                       | 0.6964         | 0.5990          | 0.4819      |
| 0.9137        | 0.76  | 280   | 0.6967          | 0.4678   | 0.5741        | 0.7804           | 0.8805         | 0.2221              | 0.8397            | 0.0                            | 0.9340              | 0.6376               | 0.5046           | 0.7705    | 0.2139         | 0.5748       | 0.0                       | 0.6791         | 0.5415          | 0.4949      |
| 0.5555        | 0.81  | 300   | 0.6864          | 0.4752   | 0.5933        | 0.7788           | 0.9220         | 0.2630              | 0.8194            | 0.0                            | 0.8287              | 0.8053               | 0.5147           | 0.7723    | 0.2512         | 0.6276       | 0.0                       | 0.6633         | 0.5219          | 0.4899      |
| 1.7594        | 0.86  | 320   | 0.6829          | 0.5031   | 0.6023        | 0.7944           | 0.8926         | 0.3306              | 0.7444            | 0.0                            | 0.9259              | 0.7647               | 0.5581           | 0.7768    | 0.3155         | 0.5980       | 0.0                       | 0.6855         | 0.6226          | 0.5237      |
| 0.7284        | 0.92  | 340   | 0.6587          | 0.5048   | 0.6187        | 0.8047           | 0.9176         | 0.3054              | 0.8405            | 0.0                            | 0.8949              | 0.8480               | 0.5245           | 0.8080    | 0.2814         | 0.6013       | 0.0                       | 0.7106         | 0.6180          | 0.5140      |
| 0.5838        | 0.97  | 360   | 0.6600          | 0.5134   | 0.6207        | 0.7979           | 0.8778         | 0.3782              | 0.8248            | 0.0                            | 0.9162              | 0.7745               | 0.5737           | 0.7797    | 0.3487         | 0.6325       | 0.0                       | 0.6911         | 0.6161          | 0.5257      |
| 0.9766        | 1.03  | 380   | 0.6475          | 0.5219   | 0.6364        | 0.8039           | 0.8934         | 0.4583              | 0.8557            | 0.0                            | 0.9113              | 0.8205               | 0.5153           | 0.7982    | 0.3948         | 0.6072       | 0.0                       | 0.7020         | 0.6485          | 0.5029      |
| 0.8671        | 1.08  | 400   | 0.6275          | 0.5254   | 0.6242        | 0.8089           | 0.9260         | 0.4626              | 0.7961            | 0.0                            | 0.9307              | 0.7423               | 0.5118           | 0.8011    | 0.4163         | 0.6109       | 0.0                       | 0.7127         | 0.6299          | 0.5066      |
| 0.7227        | 1.14  | 420   | 0.6668          | 0.4999   | 0.6444        | 0.7820           | 0.9362         | 0.4977              | 0.8845            | 0.0                            | 0.7314              | 0.9097               | 0.5511           | 0.7992    | 0.4354         | 0.5505       | 0.0                       | 0.6543         | 0.5328          | 0.5270      |
| 0.4667        | 1.19  | 440   | 0.6013          | 0.5509   | 0.6651        | 0.8174           | 0.9204         | 0.6158              | 0.8319            | 0.0                            | 0.8903              | 0.8318               | 0.5657           | 0.8193    | 0.5118         | 0.6563       | 0.0                       | 0.7104         | 0.6220          | 0.5369      |
| 0.3519        | 1.24  | 460   | 0.6313          | 0.5253   | 0.6338        | 0.8098           | 0.9256         | 0.4552              | 0.8406            | 0.0                            | 0.9058              | 0.7953               | 0.5140           | 0.8129    | 0.4100         | 0.6318       | 0.0                       | 0.7163         | 0.6222          | 0.4837      |
| 0.4907        | 1.3   | 480   | 0.6214          | 0.5544   | 0.6702        | 0.8179           | 0.9216         | 0.6888              | 0.8569            | 0.0                            | 0.9036              | 0.8041               | 0.5162           | 0.8214    | 0.5469         | 0.6614       | 0.0                       | 0.7144         | 0.6474          | 0.4895      |
| 0.8349        | 1.35  | 500   | 0.5884          | 0.5525   | 0.6684        | 0.8200           | 0.9304         | 0.6519              | 0.7855            | 0.0                            | 0.8966              | 0.8772               | 0.5371           | 0.8157    | 0.5241         | 0.6454       | 0.0                       | 0.7289         | 0.6336          | 0.5200      |
| 0.466         | 1.41  | 520   | 0.5810          | 0.5584   | 0.6869        | 0.8223           | 0.9170         | 0.7382              | 0.8488            | 0.0                            | 0.8946              | 0.8842               | 0.5251           | 0.8226    | 0.5444         | 0.6739       | 0.0                       | 0.7328         | 0.6228          | 0.5122      |
| 0.3783        | 1.46  | 540   | 0.5925          | 0.5628   | 0.6718        | 0.8224           | 0.9208         | 0.7262              | 0.8069            | 0.0                            | 0.9286              | 0.7863               | 0.5338           | 0.8273    | 0.5618         | 0.6620       | 0.0                       | 0.7098         | 0.6503          | 0.5284      |
| 0.3865        | 1.51  | 560   | 0.5658          | 0.5667   | 0.6738        | 0.8245           | 0.9307         | 0.6871              | 0.8258            | 0.0                            | 0.9056              | 0.8081               | 0.5596           | 0.8241    | 0.5652         | 0.6655       | 0.0                       | 0.7164         | 0.6599          | 0.5357      |
| 0.4578        | 1.57  | 580   | 0.6584          | 0.5512   | 0.6699        | 0.8128           | 0.8999         | 0.6886              | 0.8235            | 0.0                            | 0.9096              | 0.8558               | 0.5117           | 0.8117    | 0.5384         | 0.6498       | 0.0                       | 0.6981         | 0.6603          | 0.5003      |
| 0.6526        | 1.62  | 600   | 0.5924          | 0.5548   | 0.6852        | 0.8195           | 0.9181         | 0.8340              | 0.8738            | 0.0                            | 0.9148              | 0.7688               | 0.4867           | 0.8145    | 0.5239         | 0.6711       | 0.0                       | 0.7293         | 0.6684          | 0.4765      |
| 0.3538        | 1.68  | 620   | 0.5656          | 0.5771   | 0.7144        | 0.8238           | 0.9087         | 0.7954              | 0.8683            | 0.0                            | 0.8171              | 0.9212               | 0.6899           | 0.8350    | 0.6169         | 0.6723       | 0.0                       | 0.6950         | 0.5883          | 0.6322      |
| 0.4446        | 1.73  | 640   | 0.5482          | 0.5792   | 0.6772        | 0.8344           | 0.9201         | 0.6804              | 0.8613            | 0.0                            | 0.9421              | 0.7160               | 0.6204           | 0.8385    | 0.5755         | 0.6636       | 0.0                       | 0.7278         | 0.6486          | 0.6006      |
| 1.166         | 1.78  | 660   | 0.5782          | 0.5635   | 0.6885        | 0.8219           | 0.9064         | 0.7127              | 0.8046            | 0.0                            | 0.8803              | 0.9036               | 0.6116           | 0.8288    | 0.5596         | 0.6522       | 0.0                       | 0.7119         | 0.6053          | 0.5867      |
| 0.884         | 1.84  | 680   | 0.5683          | 0.5736   | 0.6866        | 0.8288           | 0.9399         | 0.7292              | 0.8414            | 0.0                            | 0.8930              | 0.8646               | 0.5378           | 0.8202    | 0.5786         | 0.6709       | 0.0                       | 0.7343         | 0.6961          | 0.5153      |
| 0.4581        | 1.89  | 700   | 0.5838          | 0.5806   | 0.7038        | 0.8293           | 0.8860         | 0.7218              | 0.8881            | 0.0004                         | 0.8881              | 0.8782               | 0.6638           | 0.8220    | 0.5841         | 0.6273       | 0.0004                    | 0.7226         | 0.6812          | 0.6264      |
| 0.6757        | 1.95  | 720   | 0.5951          | 0.5691   | 0.6813        | 0.8251           | 0.8657         | 0.6365              | 0.8109            | 0.0003                         | 0.9162              | 0.7627               | 0.7766           | 0.7896    | 0.5237         | 0.6350       | 0.0003                    | 0.7493         | 0.6716          | 0.6142      |
| 1.8545        | 2.0   | 740   | 0.6812          | 0.5417   | 0.6664        | 0.8110           | 0.9312         | 0.6934              | 0.8289            | 0.0001                         | 0.8877              | 0.8927               | 0.4311           | 0.8070    | 0.5438         | 0.6569       | 0.0001                    | 0.7201         | 0.6370          | 0.4271      |
| 0.4047        | 2.05  | 760   | 0.6205          | 0.5462   | 0.6655        | 0.8142           | 0.9071         | 0.7238              | 0.8775            | 0.0003                         | 0.9271              | 0.7154               | 0.5073           | 0.8065    | 0.5525         | 0.5943       | 0.0003                    | 0.7338         | 0.6352          | 0.5008      |
| 0.4515        | 2.11  | 780   | 0.6132          | 0.5336   | 0.6761        | 0.8040           | 0.9321         | 0.8235              | 0.7424            | 0.0024                         | 0.8579              | 0.9264               | 0.4481           | 0.8100    | 0.5738         | 0.6352       | 0.0024                    | 0.7222         | 0.5543          | 0.4370      |
| 0.5024        | 2.16  | 800   | 0.5489          | 0.5850   | 0.6942        | 0.8366           | 0.9482         | 0.6629              | 0.8108            | 0.0243                         | 0.8626              | 0.8734               | 0.6769           | 0.8162    | 0.5509         | 0.6876       | 0.0243                    | 0.7615         | 0.6729          | 0.5819      |
| 1.6373        | 2.22  | 820   | 0.5656          | 0.5826   | 0.6976        | 0.8340           | 0.9300         | 0.7296              | 0.8727            | 0.0192                         | 0.8916              | 0.8391               | 0.6010           | 0.8099    | 0.5747         | 0.6903       | 0.0192                    | 0.7676         | 0.6776          | 0.5386      |
| 0.281         | 2.27  | 840   | 0.5156          | 0.6001   | 0.7189        | 0.8436           | 0.9102         | 0.7545              | 0.8683            | 0.0227                         | 0.8791              | 0.8366               | 0.7610           | 0.8331    | 0.5925         | 0.6534       | 0.0226                    | 0.7548         | 0.6809          | 0.6633      |
| 0.579         | 2.32  | 860   | 0.5796          | 0.5517   | 0.6869        | 0.8157           | 0.9329         | 0.7382              | 0.8211            | 0.0321                         | 0.8545              | 0.9163               | 0.5132           | 0.8326    | 0.5684         | 0.6283       | 0.0319                    | 0.7276         | 0.5904          | 0.4827      |
| 0.2339        | 2.38  | 880   | 0.5204          | 0.5813   | 0.7008        | 0.8328           | 0.9224         | 0.8078              | 0.8093            | 0.0844                         | 0.9376              | 0.8072               | 0.5366           | 0.8388    | 0.5544         | 0.6906       | 0.0840                    | 0.7456         | 0.6362          | 0.5193      |
| 0.7328        | 2.43  | 900   | 0.5233          | 0.6044   | 0.7107        | 0.8414           | 0.9138         | 0.7215              | 0.8202            | 0.0809                         | 0.9137              | 0.8555               | 0.6694           | 0.8436    | 0.5932         | 0.6987       | 0.0803                    | 0.7384         | 0.6870          | 0.5898      |
| 0.9982        | 2.49  | 920   | 0.5630          | 0.5893   | 0.7151        | 0.8309           | 0.9000         | 0.7179              | 0.8320            | 0.0853                         | 0.8590              | 0.8913               | 0.7203           | 0.8372    | 0.5638         | 0.6829       | 0.0850                    | 0.7223         | 0.6385          | 0.5955      |
| 0.3926        | 2.54  | 940   | 0.5589          | 0.5858   | 0.6842        | 0.8358           | 0.9225         | 0.6172              | 0.8171            | 0.0327                         | 0.9131              | 0.8245               | 0.6622           | 0.8345    | 0.5369         | 0.6959       | 0.0325                    | 0.7336         | 0.6944          | 0.5729      |
| 0.5018        | 2.59  | 960   | 0.5172          | 0.6177   | 0.7248        | 0.8581           | 0.9236         | 0.6985              | 0.8513            | 0.0383                         | 0.8975              | 0.8602               | 0.8042           | 0.8494    | 0.5810         | 0.6725       | 0.0380                    | 0.7836         | 0.7077          | 0.6915      |
| 0.2735        | 2.65  | 980   | 0.5515          | 0.5864   | 0.6963        | 0.8387           | 0.9344         | 0.7383              | 0.8665            | 0.0379                         | 0.9330              | 0.8329               | 0.5309           | 0.8461    | 0.5993         | 0.7137       | 0.0375                    | 0.7541         | 0.6296          | 0.5248      |
| 0.3839        | 2.7   | 1000  | 0.5652          | 0.5803   | 0.7092        | 0.8326           | 0.9161         | 0.7864              | 0.8964            | 0.0354                         | 0.8980              | 0.8822               | 0.5497           | 0.8380    | 0.6092         | 0.6727       | 0.0352                    | 0.7549         | 0.6311          | 0.5212      |
| 0.3531        | 2.76  | 1020  | 0.5669          | 0.5816   | 0.6981        | 0.8334           | 0.9352         | 0.7396              | 0.8690            | 0.0381                         | 0.8979              | 0.8546               | 0.5521           | 0.8383    | 0.6134         | 0.6611       | 0.0379                    | 0.7476         | 0.6373          | 0.5354      |
| 0.2312        | 2.81  | 1040  | 0.5318          | 0.6043   | 0.7191        | 0.8460           | 0.9259         | 0.7778              | 0.8476            | 0.0471                         | 0.9046              | 0.8812               | 0.6496           | 0.8397    | 0.5853         | 0.6739       | 0.0466                    | 0.7573         | 0.7163          | 0.6112      |
| 0.5955        | 2.86  | 1060  | 0.5730          | 0.5972   | 0.7101        | 0.8395           | 0.9149         | 0.8154              | 0.8389            | 0.0332                         | 0.9251              | 0.8266               | 0.6164           | 0.8400    | 0.6176         | 0.6864       | 0.0330                    | 0.7414         | 0.6908          | 0.5712      |
| 0.4457        | 2.92  | 1080  | 0.4992          | 0.6089   | 0.7267        | 0.8455           | 0.9262         | 0.8220              | 0.8642            | 0.0595                         | 0.8999              | 0.8946               | 0.6206           | 0.8421    | 0.6105         | 0.6996       | 0.0571                    | 0.7504         | 0.7132          | 0.5892      |
| 0.2825        | 2.97  | 1100  | 0.5145          | 0.6007   | 0.7105        | 0.8398           | 0.9360         | 0.7366              | 0.8729            | 0.0694                         | 0.8921              | 0.8717               | 0.5949           | 0.8487    | 0.6017         | 0.7048       | 0.0661                    | 0.7303         | 0.6948          | 0.5583      |
| 0.3274        | 3.03  | 1120  | 0.5493          | 0.6054   | 0.7231        | 0.8404           | 0.9359         | 0.7684              | 0.8952            | 0.1101                         | 0.8797              | 0.8864               | 0.5857           | 0.8487    | 0.6156         | 0.6978       | 0.1036                    | 0.7379         | 0.6797          | 0.5544      |
| 0.8034        | 3.08  | 1140  | 0.5433          | 0.6114   | 0.7238        | 0.8446           | 0.9268         | 0.7549              | 0.8444            | 0.0928                         | 0.8886              | 0.8996               | 0.6598           | 0.8461    | 0.6118         | 0.7035       | 0.0899                    | 0.7415         | 0.6758          | 0.6111      |
| 0.5863        | 3.14  | 1160  | 0.5395          | 0.6096   | 0.7286        | 0.8430           | 0.9193         | 0.8539              | 0.8307            | 0.0950                         | 0.9129              | 0.8827               | 0.6058           | 0.8445    | 0.6220         | 0.7115       | 0.0936                    | 0.7445         | 0.6776          | 0.5734      |
| 0.2249        | 3.19  | 1180  | 0.5066          | 0.6122   | 0.7183        | 0.8485           | 0.9421         | 0.7691              | 0.8629            | 0.0716                         | 0.9124              | 0.8727               | 0.5972           | 0.8503    | 0.6324         | 0.7082       | 0.0700                    | 0.7552         | 0.6834          | 0.5855      |
| 0.2115        | 3.24  | 1200  | 0.5109          | 0.6203   | 0.7304        | 0.8464           | 0.9371         | 0.8116              | 0.8596            | 0.1329                         | 0.9039              | 0.8805               | 0.5874           | 0.8511    | 0.6471         | 0.7280       | 0.1271                    | 0.7420         | 0.6726          | 0.5740      |
| 0.3939        | 3.3   | 1220  | 0.5001          | 0.6297   | 0.7418        | 0.8542           | 0.9117         | 0.7707              | 0.8710            | 0.1207                         | 0.8892              | 0.8420               | 0.7873           | 0.8468    | 0.6324         | 0.7056       | 0.1168                    | 0.7677         | 0.6723          | 0.6662      |
| 0.3146        | 3.35  | 1240  | 0.4795          | 0.6310   | 0.7451        | 0.8530           | 0.9185         | 0.8271              | 0.8393            | 0.1369                         | 0.8968              | 0.8735               | 0.7238           | 0.8391    | 0.6344         | 0.7031       | 0.1302                    | 0.7666         | 0.6911          | 0.6527      |
| 1.0368        | 3.41  | 1260  | 0.4918          | 0.6261   | 0.7292        | 0.8565           | 0.9118         | 0.6879              | 0.8536            | 0.1286                         | 0.9225              | 0.8397               | 0.7607           | 0.8381    | 0.5896         | 0.6575       | 0.1200                    | 0.7852         | 0.6613          | 0.7312      |
| 0.5795        | 3.46  | 1280  | 0.6112          | 0.6323   | 0.7602        | 0.8406           | 0.8351         | 0.7382              | 0.9195            | 0.2488                         | 0.8829              | 0.8442               | 0.8526           | 0.7706    | 0.6128         | 0.6311       | 0.2293                    | 0.7889         | 0.6936          | 0.6997      |
| 0.3686        | 3.51  | 1300  | 0.4967          | 0.6613   | 0.7782        | 0.8612           | 0.8786         | 0.8180              | 0.8636            | 0.2660                         | 0.9012              | 0.8664               | 0.8536           | 0.8298    | 0.6318         | 0.7420       | 0.2460                    | 0.7798         | 0.6828          | 0.7166      |
| 0.2349        | 3.57  | 1320  | 0.4953          | 0.6342   | 0.7357        | 0.8544           | 0.9391         | 0.7633              | 0.8615            | 0.1727                         | 0.9151              | 0.8668               | 0.6312           | 0.8478    | 0.6300         | 0.7239       | 0.1561                    | 0.7633         | 0.7080          | 0.6104      |
| 0.4217        | 3.62  | 1340  | 0.4766          | 0.6516   | 0.7475        | 0.8632           | 0.9384         | 0.7338              | 0.8651            | 0.2318                         | 0.9191              | 0.8396               | 0.7048           | 0.8575    | 0.6185         | 0.7234       | 0.2089                    | 0.7709         | 0.7040          | 0.6780      |
| 0.2898        | 3.68  | 1360  | 0.4637          | 0.6722   | 0.7814        | 0.8661           | 0.9278         | 0.8127              | 0.8470            | 0.3403                         | 0.8946              | 0.9104               | 0.7372           | 0.8580    | 0.6420         | 0.7329       | 0.3011                    | 0.7670         | 0.6921          | 0.7123      |
| 0.5545        | 3.73  | 1380  | 0.4646          | 0.6755   | 0.7825        | 0.8681           | 0.9449         | 0.8086              | 0.8611            | 0.3592                         | 0.8876              | 0.9017               | 0.7146           | 0.8599    | 0.6513         | 0.7467       | 0.3089                    | 0.7765         | 0.7021          | 0.6829      |
| 0.31          | 3.78  | 1400  | 0.4794          | 0.6748   | 0.7882        | 0.8650           | 0.9185         | 0.7609              | 0.8412            | 0.4449                         | 0.8881              | 0.8753               | 0.7886           | 0.8540    | 0.6263         | 0.7287       | 0.3347                    | 0.7736         | 0.7031          | 0.7030      |
| 0.2665        | 3.84  | 1420  | 0.5223          | 0.6480   | 0.7634        | 0.8498           | 0.9196         | 0.7413              | 0.8567            | 0.3999                         | 0.8926              | 0.8812               | 0.6523           | 0.8493    | 0.6271         | 0.7190       | 0.3217                    | 0.7562         | 0.6703          | 0.5921      |
| 0.5818        | 3.89  | 1440  | 0.5043          | 0.6629   | 0.7642        | 0.8661           | 0.9377         | 0.8163              | 0.8686            | 0.2610                         | 0.9064              | 0.8081               | 0.7512           | 0.8516    | 0.6515         | 0.7271       | 0.2454                    | 0.7841         | 0.6935          | 0.6869      |
| 1.2037        | 3.95  | 1460  | 0.5396          | 0.6400   | 0.7395        | 0.8563           | 0.9248         | 0.6675              | 0.8409            | 0.2370                         | 0.9066              | 0.8677               | 0.7322           | 0.8536    | 0.5725         | 0.7438       | 0.2230                    | 0.7626         | 0.6881          | 0.6363      |
| 0.317         | 4.0   | 1480  | 0.5300          | 0.6343   | 0.7373        | 0.8508           | 0.9009         | 0.6888              | 0.8873            | 0.2465                         | 0.9246              | 0.7886               | 0.7244           | 0.8342    | 0.5893         | 0.7064       | 0.2198                    | 0.7699         | 0.6932          | 0.6275      |
| 0.2423        | 4.05  | 1500  | 0.4636          | 0.6769   | 0.7843        | 0.8695           | 0.9377         | 0.8186              | 0.8722            | 0.3433                         | 0.8857              | 0.8647               | 0.7680           | 0.8525    | 0.6555         | 0.7449       | 0.2920                    | 0.7846         | 0.6902          | 0.7185      |
| 0.2467        | 4.11  | 1520  | 0.5415          | 0.6571   | 0.7648        | 0.8559           | 0.9488         | 0.7661              | 0.8346            | 0.4329                         | 0.9052              | 0.8605               | 0.6053           | 0.8432    | 0.6481         | 0.7337       | 0.3121                    | 0.7753         | 0.6935          | 0.5938      |
| 0.4379        | 4.16  | 1540  | 0.4933          | 0.6634   | 0.7775        | 0.8623           | 0.9158         | 0.6951              | 0.8217            | 0.4249                         | 0.8799              | 0.8754               | 0.8299           | 0.8526    | 0.5809         | 0.7307       | 0.3199                    | 0.7743         | 0.6682          | 0.7170      |
| 0.3536        | 4.22  | 1560  | 0.4949          | 0.6745   | 0.7931        | 0.8676           | 0.9322         | 0.8047              | 0.8617            | 0.3888                         | 0.8572              | 0.8813               | 0.8260           | 0.8556    | 0.6337         | 0.7269       | 0.3072                    | 0.7806         | 0.6859          | 0.7315      |
| 0.6592        | 4.27  | 1580  | 0.4814          | 0.6780   | 0.7867        | 0.8706           | 0.9250         | 0.7844              | 0.8565            | 0.3672                         | 0.8897              | 0.8674               | 0.8165           | 0.8577    | 0.6410         | 0.7296       | 0.3088                    | 0.7861         | 0.6844          | 0.7382      |
| 0.1168        | 4.32  | 1600  | 0.4972          | 0.6820   | 0.7779        | 0.8739           | 0.9281         | 0.7759              | 0.8545            | 0.3401                         | 0.9138              | 0.8035               | 0.8295           | 0.8549    | 0.6408         | 0.7396       | 0.3046                    | 0.7934         | 0.7084          | 0.7320      |
| 0.5383        | 4.38  | 1620  | 0.5760          | 0.6567   | 0.7759        | 0.8517           | 0.9037         | 0.7389              | 0.8502            | 0.4652                         | 0.8966              | 0.8831               | 0.6934           | 0.8432    | 0.6143         | 0.7389       | 0.3270                    | 0.7522         | 0.6894          | 0.6318      |
| 0.3261        | 4.43  | 1640  | 0.4663          | 0.6973   | 0.8008        | 0.8775           | 0.9392         | 0.7674              | 0.8570            | 0.4915                         | 0.8951              | 0.8439               | 0.8115           | 0.8614    | 0.6479         | 0.7551       | 0.3742                    | 0.7961         | 0.6990          | 0.7474      |
| 0.2648        | 4.49  | 1660  | 0.4805          | 0.6741   | 0.7917        | 0.8662           | 0.9199         | 0.8188              | 0.8600            | 0.4445                         | 0.9023              | 0.8431               | 0.7536           | 0.8604    | 0.6421         | 0.7428       | 0.3165                    | 0.7821         | 0.6823          | 0.6924      |
| 0.1427        | 4.54  | 1680  | 0.5141          | 0.6563   | 0.7721        | 0.8577           | 0.9476         | 0.7653              | 0.8602            | 0.4278                         | 0.8899              | 0.8945               | 0.6194           | 0.8543    | 0.6368         | 0.7375       | 0.3273                    | 0.7831         | 0.6539          | 0.6008      |
| 0.1841        | 4.59  | 1700  | 0.4819          | 0.6703   | 0.7890        | 0.8629           | 0.9453         | 0.7390              | 0.8606            | 0.5217                         | 0.8662              | 0.8509               | 0.7390           | 0.8563    | 0.6235         | 0.7461       | 0.2843                    | 0.7751         | 0.7058          | 0.7009      |
| 0.2197        | 4.65  | 1720  | 0.4670          | 0.6841   | 0.7855        | 0.8723           | 0.9391         | 0.7990              | 0.8506            | 0.4233                         | 0.9181              | 0.8333               | 0.7349           | 0.8618    | 0.6491         | 0.7432       | 0.3381                    | 0.7882         | 0.7047          | 0.7035      |
| 0.3657        | 4.7   | 1740  | 0.4965          | 0.6677   | 0.7736        | 0.8663           | 0.9329         | 0.7896              | 0.8883            | 0.3171                         | 0.8923              | 0.8300               | 0.7653           | 0.8587    | 0.6569         | 0.7141       | 0.2648                    | 0.7806         | 0.7081          | 0.6907      |
| 0.2839        | 4.76  | 1760  | 0.5082          | 0.6600   | 0.7796        | 0.8537           | 0.9354         | 0.8088              | 0.8800            | 0.4487                         | 0.8839              | 0.8953               | 0.6054           | 0.8483    | 0.6592         | 0.7410       | 0.3760                    | 0.7684         | 0.6376          | 0.5897      |
| 0.5087        | 4.81  | 1780  | 0.4551          | 0.6947   | 0.8116        | 0.8746           | 0.9369         | 0.7739              | 0.8744            | 0.5254                         | 0.8626              | 0.8863               | 0.8220           | 0.8595    | 0.6513         | 0.7324       | 0.3658                    | 0.7883         | 0.6789          | 0.7869      |
| 0.3757        | 4.86  | 1800  | 0.4415          | 0.6921   | 0.7932        | 0.8753           | 0.9337         | 0.8234              | 0.8570            | 0.4325                         | 0.9221              | 0.8316               | 0.7524           | 0.8551    | 0.6557         | 0.7466       | 0.3492                    | 0.7967         | 0.7233          | 0.7182      |
| 0.4985        | 4.92  | 1820  | 0.4335          | 0.6991   | 0.8034        | 0.8790           | 0.9233         | 0.8422              | 0.8633            | 0.4008                         | 0.9103              | 0.8772               | 0.8069           | 0.8529    | 0.6560         | 0.7576       | 0.3556                    | 0.8018         | 0.7081          | 0.7615      |
| 0.3946        | 4.97  | 1840  | 0.4248          | 0.7033   | 0.8104        | 0.8801           | 0.9262         | 0.8356              | 0.8432            | 0.4626                         | 0.9059              | 0.8822               | 0.8168           | 0.8575    | 0.6567         | 0.7521       | 0.3797                    | 0.8042         | 0.7187          | 0.7541      |
| 0.1543        | 5.03  | 1860  | 0.4983          | 0.6654   | 0.7719        | 0.8651           | 0.9455         | 0.7695              | 0.8847            | 0.3822                         | 0.9096              | 0.8585               | 0.6536           | 0.8525    | 0.6534         | 0.7317       | 0.2814                    | 0.7991         | 0.7079          | 0.6315      |
| 0.3259        | 5.08  | 1880  | 0.4685          | 0.6825   | 0.7957        | 0.8669           | 0.9465         | 0.7994              | 0.8415            | 0.5036                         | 0.8811              | 0.8888               | 0.7091           | 0.8534    | 0.6490         | 0.7638       | 0.3841                    | 0.7871         | 0.6831          | 0.6568      |
| 0.2935        | 5.14  | 1900  | 0.4701          | 0.6867   | 0.7948        | 0.8708           | 0.9327         | 0.8312              | 0.8561            | 0.4515                         | 0.9053              | 0.8376               | 0.7495           | 0.8512    | 0.6527         | 0.7666       | 0.3557                    | 0.7929         | 0.6987          | 0.6889      |
| 0.2034        | 5.19  | 1920  | 0.4550          | 0.7051   | 0.8169        | 0.8801           | 0.9276         | 0.8185              | 0.8720            | 0.5048                         | 0.8895              | 0.8739               | 0.8320           | 0.8621    | 0.6570         | 0.7717       | 0.3746                    | 0.7978         | 0.7094          | 0.7630      |
| 0.4657        | 5.24  | 1940  | 0.5338          | 0.7000   | 0.8168        | 0.8738           | 0.9080         | 0.8181              | 0.8832            | 0.4949                         | 0.8719              | 0.8608               | 0.8806           | 0.8537    | 0.6541         | 0.7400       | 0.4127                    | 0.7836         | 0.7099          | 0.7462      |
| 0.1772        | 5.3   | 1960  | 0.4634          | 0.6831   | 0.7860        | 0.8715           | 0.9208         | 0.7300              | 0.8915            | 0.4096                         | 0.9065              | 0.8675               | 0.7758           | 0.8557    | 0.6223         | 0.7291       | 0.3492                    | 0.7842         | 0.7078          | 0.7337      |
| 0.2717        | 5.35  | 1980  | 0.4557          | 0.6976   | 0.7962        | 0.8799           | 0.9285         | 0.8214              | 0.8495            | 0.4140                         | 0.9293              | 0.8366               | 0.7942           | 0.8591    | 0.6529         | 0.7577       | 0.3605                    | 0.8069         | 0.6974          | 0.7490      |
| 0.2144        | 5.41  | 2000  | 0.4535          | 0.6935   | 0.7926        | 0.8789           | 0.9360         | 0.8037              | 0.8675            | 0.3906                         | 0.9112              | 0.8323               | 0.8070           | 0.8659    | 0.6591         | 0.7570       | 0.3530                    | 0.8043         | 0.6809          | 0.7344      |
| 0.5953        | 5.46  | 2020  | 0.4030          | 0.6948   | 0.7992        | 0.8787           | 0.9225         | 0.7925              | 0.8888            | 0.4236                         | 0.9128              | 0.8392               | 0.8153           | 0.8673    | 0.6526         | 0.7638       | 0.3220                    | 0.7958         | 0.7158          | 0.7464      |
| 0.1702        | 5.51  | 2040  | 0.4188          | 0.6918   | 0.8004        | 0.8737           | 0.9093         | 0.8090              | 0.8767            | 0.4469                         | 0.9199              | 0.8595               | 0.7816           | 0.8508    | 0.6627         | 0.7596       | 0.3438                    | 0.8016         | 0.7211          | 0.7027      |
| 0.2988        | 5.57  | 2060  | 0.5301          | 0.6836   | 0.7995        | 0.8633           | 0.8811         | 0.7637              | 0.8819            | 0.4693                         | 0.8899              | 0.8596               | 0.8512           | 0.8094    | 0.6496         | 0.7485       | 0.3617                    | 0.8092         | 0.7299          | 0.6772      |
| 0.2987        | 5.62  | 2080  | 0.5280          | 0.6882   | 0.8027        | 0.8667           | 0.8863         | 0.7609              | 0.8462            | 0.5201                         | 0.9077              | 0.8618               | 0.8360           | 0.8202    | 0.6382         | 0.7361       | 0.3991                    | 0.8130         | 0.7273          | 0.6835      |
| 0.1692        | 5.68  | 2100  | 0.5307          | 0.6851   | 0.7984        | 0.8670           | 0.8890         | 0.8436              | 0.8368            | 0.4040                         | 0.9087              | 0.8793               | 0.8274           | 0.8159    | 0.6591         | 0.7381       | 0.3551                    | 0.8176         | 0.7318          | 0.6780      |
| 0.1263        | 5.73  | 2120  | 0.5442          | 0.6841   | 0.8038        | 0.8647           | 0.8565         | 0.8307              | 0.8781            | 0.4069                         | 0.9090              | 0.8600               | 0.8851           | 0.8045    | 0.6518         | 0.7452       | 0.3355                    | 0.8125         | 0.7468          | 0.6922      |
| 0.5408        | 5.78  | 2140  | 0.4202          | 0.7017   | 0.8039        | 0.8818           | 0.9431         | 0.8012              | 0.8548            | 0.4229                         | 0.8897              | 0.8906               | 0.8247           | 0.8623    | 0.6651         | 0.7599       | 0.3469                    | 0.8051         | 0.6877          | 0.7845      |
| 0.1841        | 5.84  | 2160  | 0.4853          | 0.6824   | 0.7780        | 0.8735           | 0.9525         | 0.7711              | 0.8728            | 0.3869                         | 0.9176              | 0.8479               | 0.6972           | 0.8512    | 0.6538         | 0.7573       | 0.3085                    | 0.8079         | 0.7262          | 0.6717      |
| 0.1868        | 5.89  | 2180  | 0.5027          | 0.6762   | 0.7934        | 0.8686           | 0.9317         | 0.8252              | 0.8990            | 0.4336                         | 0.9004              | 0.8540               | 0.7094           | 0.8648    | 0.6659         | 0.7207       | 0.3175                    | 0.7932         | 0.6882          | 0.6827      |
| 0.3223        | 5.95  | 2200  | 0.4496          | 0.7057   | 0.8101        | 0.8814           | 0.9262         | 0.7889              | 0.8571            | 0.4803                         | 0.9010              | 0.8744               | 0.8427           | 0.8649    | 0.6600         | 0.7623       | 0.3747                    | 0.7966         | 0.6841          | 0.7972      |
| 0.1825        | 6.0   | 2220  | 0.4498          | 0.6969   | 0.7993        | 0.8779           | 0.9383         | 0.8241              | 0.8505            | 0.4503                         | 0.9135              | 0.8471               | 0.7711           | 0.8625    | 0.6702         | 0.7520       | 0.3455                    | 0.7973         | 0.7126          | 0.7380      |
| 0.2738        | 6.05  | 2240  | 0.4840          | 0.6939   | 0.7944        | 0.8776           | 0.9366         | 0.8067              | 0.8489            | 0.4348                         | 0.9244              | 0.8633               | 0.7459           | 0.8695    | 0.6675         | 0.7544       | 0.3469                    | 0.7966         | 0.7043          | 0.7182      |
| 0.2593        | 6.11  | 2260  | 0.5049          | 0.6699   | 0.7827        | 0.8660           | 0.9539         | 0.8025              | 0.8898            | 0.4326                         | 0.8854              | 0.8144               | 0.7004           | 0.8615    | 0.6719         | 0.7159       | 0.2738                    | 0.7929         | 0.6975          | 0.6757      |
| 0.2305        | 6.16  | 2280  | 0.4865          | 0.6783   | 0.7893        | 0.8698           | 0.9378         | 0.8271              | 0.8663            | 0.4137                         | 0.9061              | 0.8663               | 0.7076           | 0.8691    | 0.6749         | 0.7235       | 0.3301                    | 0.7894         | 0.6759          | 0.6856      |
| 0.3543        | 6.22  | 2300  | 0.5069          | 0.6821   | 0.7860        | 0.8720           | 0.9367         | 0.8107              | 0.8649            | 0.4387                         | 0.9259              | 0.7976               | 0.7276           | 0.8603    | 0.6628         | 0.7296       | 0.3114                    | 0.7960         | 0.7074          | 0.7072      |
| 0.2266        | 6.27  | 2320  | 0.4808          | 0.6838   | 0.7911        | 0.8722           | 0.9515         | 0.7631              | 0.8498            | 0.4984                         | 0.8985              | 0.8467               | 0.7296           | 0.8694    | 0.6478         | 0.7449       | 0.3663                    | 0.7935         | 0.6558          | 0.7090      |
| 0.2134        | 6.32  | 2340  | 0.4706          | 0.6736   | 0.7848        | 0.8685           | 0.9396         | 0.7247              | 0.9010            | 0.4622                         | 0.8905              | 0.8326               | 0.7428           | 0.8673    | 0.6160         | 0.7185       | 0.3517                    | 0.7866         | 0.6614          | 0.7134      |
| 0.2823        | 6.38  | 2360  | 0.4619          | 0.6921   | 0.7957        | 0.8773           | 0.9422         | 0.8285              | 0.8589            | 0.4346                         | 0.9187              | 0.8503               | 0.7367           | 0.8714    | 0.6754         | 0.7431       | 0.3636                    | 0.8037         | 0.6763          | 0.7115      |
| 0.2696        | 6.43  | 2380  | 0.4805          | 0.6892   | 0.8042        | 0.8720           | 0.9538         | 0.8098              | 0.8575            | 0.5327                         | 0.8805              | 0.8762               | 0.7191           | 0.8677    | 0.6756         | 0.7480       | 0.3915                    | 0.7976         | 0.6524          | 0.6915      |
| 0.3536        | 6.49  | 2400  | 0.4269          | 0.7014   | 0.8034        | 0.8808           | 0.9368         | 0.8231              | 0.8803            | 0.4420                         | 0.9091              | 0.8352               | 0.7972           | 0.8708    | 0.6696         | 0.7408       | 0.3771                    | 0.7981         | 0.6910          | 0.7625      |
| 0.2242        | 6.54  | 2420  | 0.4132          | 0.6971   | 0.8080        | 0.8786           | 0.9399         | 0.8311              | 0.8764            | 0.4806                         | 0.8960              | 0.8431               | 0.7889           | 0.8710    | 0.6565         | 0.7415       | 0.3596                    | 0.7952         | 0.6992          | 0.7563      |
| 0.2066        | 6.59  | 2440  | 0.4250          | 0.6984   | 0.7891        | 0.8821           | 0.9443         | 0.7366              | 0.8550            | 0.4531                         | 0.9274              | 0.8033               | 0.8036           | 0.8595    | 0.6264         | 0.7442       | 0.3773                    | 0.8165         | 0.7104          | 0.7542      |
| 0.3392        | 6.65  | 2460  | 0.4451          | 0.7069   | 0.8068        | 0.8826           | 0.9344         | 0.7984              | 0.8709            | 0.4868                         | 0.9166              | 0.8370               | 0.8034           | 0.8621    | 0.6675         | 0.7526       | 0.3907                    | 0.8134         | 0.7178          | 0.7439      |
| 0.157         | 6.7   | 2480  | 0.4524          | 0.6997   | 0.8127        | 0.8789           | 0.9376         | 0.8584              | 0.8853            | 0.4565                         | 0.8887              | 0.8806               | 0.7816           | 0.8628    | 0.6606         | 0.7511       | 0.3643                    | 0.7975         | 0.7006          | 0.7612      |
| 0.372         | 6.76  | 2500  | 0.4940          | 0.6909   | 0.7882        | 0.8735           | 0.9448         | 0.7823              | 0.8675            | 0.4468                         | 0.9153              | 0.8503               | 0.7101           | 0.8591    | 0.6557         | 0.7605       | 0.3728                    | 0.7878         | 0.7093          | 0.6912      |
| 0.3178        | 6.81  | 2520  | 0.4903          | 0.6930   | 0.8142        | 0.8717           | 0.9423         | 0.8331              | 0.8682            | 0.5512                         | 0.8773              | 0.9142               | 0.7134           | 0.8683    | 0.6637         | 0.7577       | 0.4163                    | 0.7872         | 0.6649          | 0.6930      |
| 0.215         | 6.86  | 2540  | 0.4637          | 0.6972   | 0.7998        | 0.8757           | 0.9532         | 0.8119              | 0.8633            | 0.4540                         | 0.8857              | 0.8881               | 0.7424           | 0.8646    | 0.6725         | 0.7560       | 0.3920                    | 0.7871         | 0.6898          | 0.7182      |
| 0.3213        | 6.92  | 2560  | 0.4628          | 0.6959   | 0.8036        | 0.8743           | 0.9387         | 0.8257              | 0.8729            | 0.4564                         | 0.8865              | 0.8796               | 0.7655           | 0.8649    | 0.6665         | 0.7610       | 0.3949                    | 0.7854         | 0.6949          | 0.7040      |
| 0.2527        | 6.97  | 2580  | 0.4482          | 0.7161   | 0.8130        | 0.8883           | 0.9407         | 0.7845              | 0.8738            | 0.4884                         | 0.9042              | 0.8376               | 0.8616           | 0.8654    | 0.6612         | 0.7485       | 0.3966                    | 0.8198         | 0.7400          | 0.7813      |
| 0.1728        | 7.03  | 2600  | 0.5057          | 0.6812   | 0.7963        | 0.8684           | 0.9445         | 0.8226              | 0.8590            | 0.4278                         | 0.8697              | 0.9191               | 0.7313           | 0.8649    | 0.6499         | 0.7537       | 0.3764                    | 0.7808         | 0.6370          | 0.7060      |
| 0.2091        | 7.08  | 2620  | 0.4663          | 0.6976   | 0.7985        | 0.8776           | 0.9460         | 0.8091              | 0.8621            | 0.4714                         | 0.9128              | 0.8510               | 0.7370           | 0.8651    | 0.6651         | 0.7630       | 0.3829                    | 0.7992         | 0.7020          | 0.7062      |
| 0.2555        | 7.14  | 2640  | 0.4451          | 0.6965   | 0.8166        | 0.8746           | 0.9317         | 0.8049              | 0.8471            | 0.5562                         | 0.8739              | 0.8891               | 0.8131           | 0.8724    | 0.6473         | 0.7589       | 0.3731                    | 0.7762         | 0.6921          | 0.7555      |
| 0.0762        | 7.19  | 2660  | 0.5804          | 0.6913   | 0.8124        | 0.8693           | 0.8979         | 0.8372              | 0.8690            | 0.4670                         | 0.8733              | 0.8620               | 0.8803           | 0.8319    | 0.6566         | 0.7501       | 0.3740                    | 0.7960         | 0.6973          | 0.7335      |
| 0.2356        | 7.24  | 2680  | 0.5501          | 0.6870   | 0.8061        | 0.8653           | 0.9067         | 0.8089              | 0.8826            | 0.5069                         | 0.8836              | 0.8740               | 0.7798           | 0.8436    | 0.6681         | 0.7500       | 0.3888                    | 0.7794         | 0.6888          | 0.6903      |
| 0.229         | 7.3   | 2700  | 0.4246          | 0.7151   | 0.8166        | 0.8857           | 0.9342         | 0.8390              | 0.8546            | 0.4949                         | 0.9131              | 0.8574               | 0.8230           | 0.8709    | 0.6682         | 0.7535       | 0.4107                    | 0.8030         | 0.7215          | 0.7781      |
| 0.287         | 7.35  | 2720  | 0.4747          | 0.6925   | 0.7956        | 0.8747           | 0.9487         | 0.7590              | 0.8601            | 0.5028                         | 0.9007              | 0.8641               | 0.7335           | 0.8688    | 0.6575         | 0.7474       | 0.3801                    | 0.7887         | 0.6922          | 0.7126      |
| 0.1907        | 7.41  | 2740  | 0.4474          | 0.7047   | 0.8106        | 0.8794           | 0.9501         | 0.8078              | 0.8484            | 0.5106                         | 0.8832              | 0.8878               | 0.7866           | 0.8644    | 0.6592         | 0.7515       | 0.4136                    | 0.7961         | 0.6971          | 0.7511      |
| 0.1433        | 7.46  | 2760  | 0.4735          | 0.6826   | 0.7862        | 0.8733           | 0.9403         | 0.7459              | 0.8884            | 0.4500                         | 0.9126              | 0.8334               | 0.7329           | 0.8710    | 0.6268         | 0.7086       | 0.3855                    | 0.7979         | 0.6869          | 0.7014      |
| 0.2798        | 7.51  | 2780  | 0.4645          | 0.6950   | 0.8059        | 0.8744           | 0.9293         | 0.7871              | 0.8788            | 0.5225                         | 0.9041              | 0.8737               | 0.7459           | 0.8671    | 0.6606         | 0.7271       | 0.4156                    | 0.7951         | 0.6873          | 0.7119      |
| 0.2179        | 7.57  | 2800  | 0.4856          | 0.6790   | 0.8021        | 0.8667           | 0.9389         | 0.7727              | 0.8977            | 0.5403                         | 0.8740              | 0.8819               | 0.7091           | 0.8642    | 0.6515         | 0.7139       | 0.3837                    | 0.7894         | 0.6674          | 0.6829      |
| 0.2489        | 7.62  | 2820  | 0.4813          | 0.6997   | 0.7979        | 0.8781           | 0.9422         | 0.8197              | 0.8659            | 0.4907                         | 0.9300              | 0.8034               | 0.7334           | 0.8636    | 0.6674         | 0.7461       | 0.4032                    | 0.8033         | 0.7118          | 0.7026      |
| 0.2088        | 7.68  | 2840  | 0.4967          | 0.6967   | 0.7868        | 0.8772           | 0.9448         | 0.7841              | 0.8710            | 0.4438                         | 0.9314              | 0.7981               | 0.7347           | 0.8633    | 0.6679         | 0.7616       | 0.3802                    | 0.7950         | 0.7054          | 0.7036      |
| 1.4943        | 7.73  | 2860  | 0.4650          | 0.7076   | 0.8172        | 0.8822           | 0.9453         | 0.8504              | 0.8745            | 0.5019                         | 0.8875              | 0.8525               | 0.8084           | 0.8626    | 0.6716         | 0.7564       | 0.3858                    | 0.8073         | 0.6949          | 0.7744      |
| 0.1842        | 7.78  | 2880  | 0.4890          | 0.6962   | 0.8026        | 0.8771           | 0.9433         | 0.8371              | 0.8870            | 0.4157                         | 0.8845              | 0.8691               | 0.7817           | 0.8619    | 0.6745         | 0.7458       | 0.3593                    | 0.7933         | 0.6917          | 0.7467      |
| 0.1736        | 7.84  | 2900  | 0.5137          | 0.6846   | 0.7997        | 0.8686           | 0.9294         | 0.7906              | 0.8846            | 0.5005                         | 0.8908              | 0.8688               | 0.7333           | 0.8614    | 0.6727         | 0.7363       | 0.3548                    | 0.7818         | 0.6848          | 0.7007      |
| 0.0741        | 7.89  | 2920  | 0.4894          | 0.6865   | 0.8048        | 0.8674           | 0.9449         | 0.7941              | 0.8550            | 0.5675                         | 0.8726              | 0.8752               | 0.7243           | 0.8600    | 0.6575         | 0.7549       | 0.3885                    | 0.7768         | 0.6912          | 0.6768      |
| 1.0211        | 7.95  | 2940  | 0.5253          | 0.6995   | 0.8028        | 0.8746           | 0.9249         | 0.8094              | 0.8542            | 0.5138                         | 0.9180              | 0.8269               | 0.7723           | 0.8553    | 0.6635         | 0.7638       | 0.3970                    | 0.7927         | 0.7299          | 0.6947      |
| 0.1533        | 8.0   | 2960  | 0.5440          | 0.6866   | 0.7910        | 0.8704           | 0.9378         | 0.8262              | 0.8675            | 0.4365                         | 0.9073              | 0.8407               | 0.7210           | 0.8520    | 0.6734         | 0.7407       | 0.3410                    | 0.7870         | 0.7222          | 0.6895      |
| 0.1831        | 8.05  | 2980  | 0.5731          | 0.6853   | 0.7804        | 0.8715           | 0.9367         | 0.8117              | 0.8719            | 0.3778                         | 0.9262              | 0.8276               | 0.7109           | 0.8510    | 0.6730         | 0.7480       | 0.3358                    | 0.7907         | 0.7154          | 0.6831      |
| 0.3096        | 8.11  | 3000  | 0.5337          | 0.6960   | 0.8019        | 0.8745           | 0.9299         | 0.8336              | 0.8758            | 0.4576                         | 0.9075              | 0.8535               | 0.7552           | 0.8623    | 0.6744         | 0.7461       | 0.3805                    | 0.7856         | 0.7046          | 0.7188      |
| 0.3453        | 8.16  | 3020  | 0.5051          | 0.6937   | 0.8006        | 0.8764           | 0.9358         | 0.8207              | 0.8646            | 0.4590                         | 0.9096              | 0.8591               | 0.7555           | 0.8666    | 0.6735         | 0.7450       | 0.3479                    | 0.7970         | 0.7071          | 0.7190      |
| 0.428         | 8.22  | 3040  | 0.5491          | 0.6820   | 0.7859        | 0.8701           | 0.9395         | 0.7986              | 0.8750            | 0.4329                         | 0.9168              | 0.8531               | 0.6857           | 0.8624    | 0.6737         | 0.7670       | 0.3504                    | 0.7928         | 0.6666          | 0.6612      |
| 0.1888        | 8.27  | 3060  | 0.4946          | 0.6962   | 0.8192        | 0.8740           | 0.9356         | 0.8465              | 0.8509            | 0.5832                         | 0.8872              | 0.8772               | 0.7539           | 0.8663    | 0.6706         | 0.7675       | 0.3718                    | 0.7924         | 0.6868          | 0.7177      |
| 0.2311        | 8.32  | 3080  | 0.5046          | 0.6989   | 0.7946        | 0.8786           | 0.9458         | 0.8213              | 0.8475            | 0.4273                         | 0.9177              | 0.8529               | 0.7496           | 0.8630    | 0.6715         | 0.7560       | 0.3647                    | 0.7967         | 0.7241          | 0.7164      |
| 0.1286        | 8.38  | 3100  | 0.4906          | 0.7030   | 0.8158        | 0.8783           | 0.9350         | 0.8164              | 0.8721            | 0.5063                         | 0.8831              | 0.9105               | 0.7871           | 0.8723    | 0.6683         | 0.7490       | 0.3971                    | 0.7875         | 0.6949          | 0.7517      |
| 0.1767        | 8.43  | 3120  | 0.4789          | 0.7067   | 0.8089        | 0.8809           | 0.9405         | 0.8015              | 0.8749            | 0.4939                         | 0.9045              | 0.8813               | 0.7658           | 0.8747    | 0.6714         | 0.7694       | 0.4011                    | 0.7926         | 0.7091          | 0.7283      |
| 0.5431        | 8.49  | 3140  | 0.4786          | 0.7144   | 0.8228        | 0.8871           | 0.9264         | 0.8328              | 0.8910            | 0.4969                         | 0.9077              | 0.8680               | 0.8366           | 0.8681    | 0.6637         | 0.7535       | 0.3921                    | 0.8163         | 0.7153          | 0.7920      |
| 0.2099        | 8.54  | 3160  | 0.5180          | 0.6947   | 0.8019        | 0.8811           | 0.9422         | 0.7051              | 0.8342            | 0.5563                         | 0.9031              | 0.8332               | 0.8388           | 0.8704    | 0.5818         | 0.7568       | 0.3983                    | 0.8201         | 0.7068          | 0.7289      |
| 0.1189        | 8.59  | 3180  | 0.5339          | 0.6887   | 0.7862        | 0.8776           | 0.9371         | 0.6831              | 0.8428            | 0.5067                         | 0.9287              | 0.8210               | 0.7839           | 0.8641    | 0.5771         | 0.7609       | 0.4034                    | 0.8181         | 0.7125          | 0.6848      |
| 0.1711        | 8.65  | 3200  | 0.4568          | 0.7076   | 0.8186        | 0.8815           | 0.9402         | 0.8317              | 0.8801            | 0.5157                         | 0.8889              | 0.8824               | 0.7913           | 0.8634    | 0.6597         | 0.7560       | 0.4045                    | 0.8055         | 0.7136          | 0.7504      |
| 0.4557        | 8.7   | 3220  | 0.4799          | 0.7026   | 0.8016        | 0.8804           | 0.9429         | 0.7953              | 0.8625            | 0.5141                         | 0.9288              | 0.8274               | 0.7403           | 0.8661    | 0.6632         | 0.7647       | 0.3778                    | 0.8067         | 0.7320          | 0.7080      |
| 0.0809        | 8.76  | 3240  | 0.4545          | 0.7083   | 0.8234        | 0.8828           | 0.9278         | 0.8408              | 0.8498            | 0.5388                         | 0.8994              | 0.8765               | 0.8307           | 0.8632    | 0.6602         | 0.7456       | 0.3742                    | 0.8094         | 0.7143          | 0.7912      |
| 0.3028        | 8.81  | 3260  | 0.4539          | 0.7080   | 0.8173        | 0.8816           | 0.9341         | 0.8255              | 0.8772            | 0.4574                         | 0.8749              | 0.9142               | 0.8375           | 0.8643    | 0.6664         | 0.7585       | 0.3924                    | 0.7956         | 0.6847          | 0.7942      |
| 0.1655        | 8.86  | 3280  | 0.4907          | 0.6963   | 0.8062        | 0.8735           | 0.9288         | 0.8218              | 0.8937            | 0.4723                         | 0.8922              | 0.8776               | 0.7567           | 0.8547    | 0.6615         | 0.7491       | 0.3940                    | 0.7861         | 0.7087          | 0.7202      |
| 0.1474        | 8.92  | 3300  | 0.4925          | 0.6946   | 0.7979        | 0.8742           | 0.9385         | 0.7808              | 0.8937            | 0.4789                         | 0.8996              | 0.8447               | 0.7491           | 0.8613    | 0.6665         | 0.7515       | 0.3747                    | 0.7863         | 0.7087          | 0.7131      |
| 0.2676        | 8.97  | 3320  | 0.4975          | 0.6919   | 0.7928        | 0.8743           | 0.9380         | 0.7615              | 0.8646            | 0.4503                         | 0.9011              | 0.8725               | 0.7616           | 0.8644    | 0.6462         | 0.7436       | 0.3796                    | 0.7843         | 0.7028          | 0.7222      |
| 0.2192        | 9.03  | 3340  | 0.4962          | 0.6924   | 0.8058        | 0.8731           | 0.9363         | 0.8380              | 0.8852            | 0.4848                         | 0.8976              | 0.8827               | 0.7157           | 0.8631    | 0.6732         | 0.7456       | 0.3940                    | 0.7961         | 0.6920          | 0.6828      |
| 0.129         | 9.08  | 3360  | 0.5087          | 0.6918   | 0.8104        | 0.8718           | 0.9374         | 0.8291              | 0.8529            | 0.5362                         | 0.8866              | 0.9010               | 0.7299           | 0.8701    | 0.6697         | 0.7518       | 0.4011                    | 0.7874         | 0.6680          | 0.6942      |
| 0.3131        | 9.14  | 3380  | 0.5127          | 0.6957   | 0.8021        | 0.8755           | 0.9415         | 0.8215              | 0.8676            | 0.4862                         | 0.9016              | 0.8421               | 0.7542           | 0.8712    | 0.6718         | 0.7484       | 0.3893                    | 0.7890         | 0.6962          | 0.7042      |
| 0.1653        | 9.19  | 3400  | 0.5100          | 0.6953   | 0.8066        | 0.8742           | 0.9307         | 0.8402              | 0.8666            | 0.4884                         | 0.9027              | 0.8658               | 0.7519           | 0.8632    | 0.6682         | 0.7573       | 0.3721                    | 0.7861         | 0.7025          | 0.7180      |
| 0.1177        | 9.24  | 3420  | 0.5000          | 0.6961   | 0.8144        | 0.8721           | 0.9385         | 0.8095              | 0.8727            | 0.5329                         | 0.8629              | 0.9219               | 0.7625           | 0.8683    | 0.6730         | 0.7652       | 0.4048                    | 0.7772         | 0.6588          | 0.7252      |
| 0.2833        | 9.3   | 3440  | 0.5003          | 0.6958   | 0.7989        | 0.8763           | 0.9486         | 0.7977              | 0.8871            | 0.4846                         | 0.9005              | 0.8292               | 0.7448           | 0.8662    | 0.6713         | 0.7553       | 0.3793                    | 0.7951         | 0.6911          | 0.7122      |
| 0.1196        | 9.35  | 3460  | 0.4964          | 0.7008   | 0.8040        | 0.8783           | 0.9370         | 0.8310              | 0.8412            | 0.4814                         | 0.9168              | 0.8609               | 0.7596           | 0.8665    | 0.6737         | 0.7514       | 0.3896                    | 0.7974         | 0.7002          | 0.7270      |
| 0.1224        | 9.41  | 3480  | 0.4281          | 0.7204   | 0.8176        | 0.8908           | 0.9484         | 0.7883              | 0.8413            | 0.5106                         | 0.9017              | 0.8722               | 0.8605           | 0.8751    | 0.6751         | 0.7600       | 0.3813                    | 0.8148         | 0.7261          | 0.8109      |
| 0.1925        | 9.46  | 3500  | 0.4850          | 0.7002   | 0.8030        | 0.8784           | 0.9448         | 0.7955              | 0.8373            | 0.4988                         | 0.9062              | 0.8798               | 0.7583           | 0.8721    | 0.6740         | 0.7508       | 0.3798                    | 0.7936         | 0.7082          | 0.7229      |
| 0.142         | 9.51  | 3520  | 0.5039          | 0.6978   | 0.8018        | 0.8774           | 0.9440         | 0.7854              | 0.8683            | 0.4771                         | 0.8981              | 0.8884               | 0.7512           | 0.8694    | 0.6588         | 0.7567       | 0.3832                    | 0.7916         | 0.7074          | 0.7178      |
| 0.5374        | 9.57  | 3540  | 0.5199          | 0.6821   | 0.7807        | 0.8729           | 0.9427         | 0.8054              | 0.8801            | 0.3721                         | 0.9214              | 0.8339               | 0.7094           | 0.8598    | 0.6709         | 0.7452       | 0.3113                    | 0.7986         | 0.7131          | 0.6757      |
| 0.2482        | 9.62  | 3560  | 0.4652          | 0.7054   | 0.8188        | 0.8799           | 0.9334         | 0.8055              | 0.8482            | 0.5406                         | 0.8845              | 0.8975               | 0.8222           | 0.8757    | 0.6677         | 0.7649       | 0.3855                    | 0.7887         | 0.6870          | 0.7683      |
| 0.3794        | 9.68  | 3580  | 0.5039          | 0.7044   | 0.8126        | 0.8771           | 0.9348         | 0.8018              | 0.8510            | 0.5782                         | 0.9002              | 0.8226               | 0.7999           | 0.8747    | 0.6650         | 0.7700       | 0.4059                    | 0.7765         | 0.6935          | 0.7449      |
| 0.2213        | 9.73  | 3600  | 0.5238          | 0.7036   | 0.8106        | 0.8774           | 0.9399         | 0.8302              | 0.8701            | 0.5202                         | 0.9010              | 0.8593               | 0.7531           | 0.8737    | 0.6708         | 0.7721       | 0.4098                    | 0.7819         | 0.6973          | 0.7199      |
| 0.1819        | 9.78  | 3620  | 0.5291          | 0.6917   | 0.8056        | 0.8703           | 0.9396         | 0.8039              | 0.8937            | 0.5011                         | 0.8715              | 0.8905               | 0.7392           | 0.8687    | 0.6748         | 0.7572       | 0.3994                    | 0.7727         | 0.6679          | 0.7012      |
| 0.2002        | 9.84  | 3640  | 0.5531          | 0.6887   | 0.7981        | 0.8701           | 0.9399         | 0.8237              | 0.8655            | 0.4788                         | 0.8985              | 0.8792               | 0.7009           | 0.8656    | 0.6756         | 0.7512       | 0.4131                    | 0.7882         | 0.6575          | 0.6698      |
| 0.2655        | 9.89  | 3660  | 0.5161          | 0.6868   | 0.7972        | 0.8697           | 0.9528         | 0.8048              | 0.8700            | 0.4986                         | 0.8833              | 0.8687               | 0.7019           | 0.8657    | 0.6752         | 0.7501       | 0.4023                    | 0.7894         | 0.6584          | 0.6664      |
| 0.2477        | 9.95  | 3680  | 0.4836          | 0.7019   | 0.8157        | 0.8778           | 0.9377         | 0.8214              | 0.8407            | 0.5560                         | 0.8883              | 0.8538               | 0.8120           | 0.8664    | 0.6647         | 0.7536       | 0.3846                    | 0.7933         | 0.6922          | 0.7582      |
| 0.2156        | 10.0  | 3700  | 0.5079          | 0.7042   | 0.8164        | 0.8776           | 0.9386         | 0.8435              | 0.8767            | 0.4869                         | 0.8729              | 0.9000               | 0.7964           | 0.8623    | 0.6719         | 0.7603       | 0.4014                    | 0.7876         | 0.6827          | 0.7632      |
| 0.0994        | 10.05 | 3720  | 0.5784          | 0.6926   | 0.7874        | 0.8742           | 0.9424         | 0.7519              | 0.8636            | 0.4772                         | 0.9168              | 0.8107               | 0.7495           | 0.8682    | 0.6584         | 0.7501       | 0.3895                    | 0.7820         | 0.6815          | 0.7182      |
| 0.1422        | 10.11 | 3740  | 0.5004          | 0.7091   | 0.8216        | 0.8814           | 0.9440         | 0.7910              | 0.8762            | 0.5485                         | 0.8660              | 0.8898               | 0.8353           | 0.8682    | 0.6705         | 0.7480       | 0.3998                    | 0.7958         | 0.6824          | 0.7992      |
| 0.1474        | 10.16 | 3760  | 0.5008          | 0.7061   | 0.8078        | 0.8804           | 0.9431         | 0.7985              | 0.8427            | 0.5068                         | 0.8977              | 0.8594               | 0.8067           | 0.8678    | 0.6611         | 0.7675       | 0.4087                    | 0.7956         | 0.6944          | 0.7476      |
| 0.2039        | 10.22 | 3780  | 0.5088          | 0.7041   | 0.8036        | 0.8811           | 0.9412         | 0.7889              | 0.8745            | 0.4763                         | 0.9135              | 0.8749               | 0.7559           | 0.8732    | 0.6680         | 0.7655       | 0.4085                    | 0.8037         | 0.6881          | 0.7214      |
| 0.1457        | 10.27 | 3800  | 0.5180          | 0.7033   | 0.8146        | 0.8783           | 0.9297         | 0.8361              | 0.8904            | 0.5206                         | 0.9080              | 0.8667               | 0.7508           | 0.8675    | 0.6729         | 0.7511       | 0.4191                    | 0.8009         | 0.6947          | 0.7172      |
| 0.1477        | 10.32 | 3820  | 0.4620          | 0.7121   | 0.8255        | 0.8826           | 0.9348         | 0.8237              | 0.8810            | 0.5393                         | 0.8774              | 0.8847               | 0.8373           | 0.8675    | 0.6712         | 0.7525       | 0.4031                    | 0.7975         | 0.7074          | 0.7858      |
| 0.1087        | 10.38 | 3840  | 0.4719          | 0.7157   | 0.8136        | 0.8848           | 0.9431         | 0.7906              | 0.8557            | 0.5369                         | 0.9109              | 0.8630               | 0.7948           | 0.8692    | 0.6764         | 0.7595       | 0.4215                    | 0.8049         | 0.7220          | 0.7561      |
| 0.1731        | 10.43 | 3860  | 0.5375          | 0.7051   | 0.8194        | 0.8777           | 0.9247         | 0.7931              | 0.8780            | 0.5654                         | 0.8817              | 0.8487               | 0.8444           | 0.8601    | 0.6704         | 0.7528       | 0.3970                    | 0.7964         | 0.7141          | 0.7448      |
| 0.9982        | 10.49 | 3880  | 0.5151          | 0.7084   | 0.8219        | 0.8807           | 0.9291         | 0.8161              | 0.8619            | 0.5430                         | 0.8842              | 0.8760               | 0.8427           | 0.8632    | 0.6665         | 0.7463       | 0.4091                    | 0.8008         | 0.6999          | 0.7732      |
| 0.12          | 10.54 | 3900  | 0.5254          | 0.7133   | 0.8260        | 0.8821           | 0.9079         | 0.7965              | 0.8753            | 0.5491                         | 0.8964              | 0.8801               | 0.8766           | 0.8599    | 0.6681         | 0.7574       | 0.4149                    | 0.8056         | 0.7233          | 0.7636      |
| 0.133         | 10.59 | 3920  | 0.4950          | 0.7072   | 0.8103        | 0.8799           | 0.9350         | 0.8045              | 0.8757            | 0.5162                         | 0.9102              | 0.8673               | 0.7634           | 0.8666    | 0.6727         | 0.7653       | 0.4189                    | 0.8004         | 0.7115          | 0.7148      |
| 0.1647        | 10.65 | 3940  | 0.5245          | 0.7083   | 0.8167        | 0.8809           | 0.9372         | 0.8487              | 0.8663            | 0.5098                         | 0.9043              | 0.8909               | 0.7597           | 0.8698    | 0.6721         | 0.7643       | 0.4243                    | 0.8019         | 0.7053          | 0.7201      |
| 0.065         | 10.7  | 3960  | 0.5537          | 0.7011   | 0.8036        | 0.8774           | 0.9363         | 0.8164              | 0.8801            | 0.4670                         | 0.9108              | 0.8814               | 0.7334           | 0.8625    | 0.6689         | 0.7544       | 0.4066                    | 0.7976         | 0.7204          | 0.6977      |
| 0.1435        | 10.76 | 3980  | 0.5455          | 0.7012   | 0.8083        | 0.8774           | 0.9263         | 0.8519              | 0.8807            | 0.4865                         | 0.9244              | 0.8542               | 0.7340           | 0.8584    | 0.6684         | 0.7582       | 0.4070                    | 0.8057         | 0.7154          | 0.6953      |
| 0.13          | 10.81 | 4000  | 0.5234          | 0.7007   | 0.8093        | 0.8769           | 0.9446         | 0.8018              | 0.8865            | 0.5326                         | 0.8979              | 0.8787               | 0.7231           | 0.8625    | 0.6785         | 0.7539       | 0.4086                    | 0.8056         | 0.7043          | 0.6916      |
| 0.1456        | 10.86 | 4020  | 0.5219          | 0.7034   | 0.8128        | 0.8768           | 0.9475         | 0.8208              | 0.8543            | 0.5534                         | 0.8943              | 0.8907               | 0.7284           | 0.8647    | 0.6690         | 0.7711       | 0.4412                    | 0.8021         | 0.6951          | 0.6809      |
| 0.3105        | 10.92 | 4040  | 0.4999          | 0.7120   | 0.8296        | 0.8815           | 0.9333         | 0.8162              | 0.8473            | 0.6054                         | 0.8790              | 0.8849               | 0.8409           | 0.8690    | 0.6639         | 0.7584       | 0.4195                    | 0.7986         | 0.7170          | 0.7575      |
| 0.5743        | 10.97 | 4060  | 0.5080          | 0.6985   | 0.8198        | 0.8729           | 0.9211         | 0.7929              | 0.8758            | 0.6033                         | 0.8810              | 0.8614               | 0.8029           | 0.8644    | 0.6694         | 0.7446       | 0.4020                    | 0.7849         | 0.7067          | 0.7175      |
| 0.2954        | 11.03 | 4080  | 0.5080          | 0.7015   | 0.8152        | 0.8777           | 0.9313         | 0.8277              | 0.8680            | 0.5415                         | 0.9046              | 0.8758               | 0.7578           | 0.8688    | 0.6716         | 0.7464       | 0.4125                    | 0.8016         | 0.6860          | 0.7235      |
| 0.1178        | 11.08 | 4100  | 0.5030          | 0.6969   | 0.8111        | 0.8777           | 0.9442         | 0.8384              | 0.8498            | 0.5436                         | 0.9088              | 0.8641               | 0.7289           | 0.8691    | 0.6678         | 0.7462       | 0.3998                    | 0.8139         | 0.6839          | 0.6976      |
| 0.0749        | 11.14 | 4120  | 0.4972          | 0.7041   | 0.8051        | 0.8824           | 0.9416         | 0.8187              | 0.8661            | 0.4901                         | 0.9275              | 0.8424               | 0.7494           | 0.8699    | 0.6804         | 0.7500       | 0.3903                    | 0.8180         | 0.7050          | 0.7154      |
| 0.1806        | 11.19 | 4140  | 0.4569          | 0.7187   | 0.8138        | 0.8919           | 0.9445         | 0.8277              | 0.8578            | 0.4420                         | 0.9154              | 0.8618               | 0.8476           | 0.8677    | 0.6729         | 0.7428       | 0.3778                    | 0.8314         | 0.7438          | 0.7945      |
| 0.0825        | 11.24 | 4160  | 0.4618          | 0.7209   | 0.8263        | 0.8900           | 0.9348         | 0.8510              | 0.8607            | 0.5235                         | 0.9125              | 0.8587               | 0.8425           | 0.8667    | 0.6719         | 0.7405       | 0.4026                    | 0.8256         | 0.7454          | 0.7936      |
| 0.167         | 11.3  | 4180  | 0.5092          | 0.7084   | 0.7979        | 0.8838           | 0.9347         | 0.7767              | 0.8705            | 0.4397                         | 0.9360              | 0.8595               | 0.7682           | 0.8674    | 0.6710         | 0.7533       | 0.3887                    | 0.8072         | 0.7399          | 0.7315      |
| 0.2843        | 11.35 | 4200  | 0.4910          | 0.7010   | 0.8009        | 0.8794           | 0.9315         | 0.7853              | 0.8640            | 0.4931                         | 0.9287              | 0.8426               | 0.7608           | 0.8638    | 0.6709         | 0.7455       | 0.3723                    | 0.8053         | 0.7218          | 0.7270      |
| 0.1661        | 11.41 | 4220  | 0.4854          | 0.7004   | 0.8171        | 0.8778           | 0.9279         | 0.8398              | 0.8774            | 0.5295                         | 0.9025              | 0.8774               | 0.7649           | 0.8669    | 0.6667         | 0.7501       | 0.3953                    | 0.8044         | 0.7029          | 0.7167      |
| 0.177         | 11.46 | 4240  | 0.5016          | 0.7037   | 0.8149        | 0.8788           | 0.9345         | 0.8183              | 0.8682            | 0.5585                         | 0.9094              | 0.8605               | 0.7550           | 0.8696    | 0.6801         | 0.7589       | 0.3955                    | 0.8022         | 0.7029          | 0.7167      |
| 0.2762        | 11.51 | 4260  | 0.5231          | 0.7084   | 0.8047        | 0.8815           | 0.9408         | 0.8002              | 0.8848            | 0.4725                         | 0.9131              | 0.8584               | 0.7629           | 0.8670    | 0.6771         | 0.7589       | 0.4082                    | 0.7999         | 0.7243          | 0.7233      |
| 0.1087        | 11.57 | 4280  | 0.5379          | 0.7061   | 0.8148        | 0.8798           | 0.9270         | 0.8000              | 0.8900            | 0.5315                         | 0.9111              | 0.8854               | 0.7588           | 0.8675    | 0.6656         | 0.7573       | 0.4241                    | 0.8042         | 0.7035          | 0.7203      |
| 0.2151        | 11.62 | 4300  | 0.5152          | 0.7013   | 0.8163        | 0.8753           | 0.9364         | 0.8048              | 0.8762            | 0.5824                         | 0.8941              | 0.8891               | 0.7313           | 0.8642    | 0.6766         | 0.7707       | 0.4216                    | 0.7996         | 0.6874          | 0.6887      |
| 0.109         | 11.68 | 4320  | 0.5020          | 0.7061   | 0.8112        | 0.8797           | 0.9462         | 0.8171              | 0.8883            | 0.5476                         | 0.9131              | 0.8507               | 0.7152           | 0.8697    | 0.6804         | 0.7691       | 0.4209                    | 0.8057         | 0.7149          | 0.6817      |
| 0.1346        | 11.73 | 4340  | 0.5073          | 0.6993   | 0.8117        | 0.8727           | 0.9377         | 0.8015              | 0.8631            | 0.5994                         | 0.8975              | 0.8537               | 0.7288           | 0.8630    | 0.6737         | 0.7727       | 0.4217                    | 0.7864         | 0.6963          | 0.6810      |
| 0.1628        | 11.78 | 4360  | 0.5946          | 0.6996   | 0.8040        | 0.8743           | 0.9444         | 0.8009              | 0.8730            | 0.5260                         | 0.9015              | 0.8713               | 0.7108           | 0.8636    | 0.6801         | 0.7713       | 0.4340                    | 0.7941         | 0.6759          | 0.6784      |
| 0.1078        | 11.84 | 4380  | 0.5358          | 0.7136   | 0.8209        | 0.8817           | 0.9332         | 0.8559              | 0.8716            | 0.5406                         | 0.9118              | 0.8742               | 0.7593           | 0.8690    | 0.6697         | 0.7717       | 0.4453                    | 0.7988         | 0.7219          | 0.7184      |
| 0.2878        | 11.89 | 4400  | 0.5400          | 0.7119   | 0.8061        | 0.8816           | 0.9484         | 0.8077              | 0.8697            | 0.5038                         | 0.9133              | 0.8506               | 0.7493           | 0.8681    | 0.6690         | 0.7695       | 0.4398                    | 0.7947         | 0.7247          | 0.7178      |
| 0.163         | 11.95 | 4420  | 0.4955          | 0.7137   | 0.8150        | 0.8834           | 0.9442         | 0.8292              | 0.8819            | 0.5228                         | 0.9066              | 0.8425               | 0.7777           | 0.8653    | 0.6670         | 0.7683       | 0.4287                    | 0.8033         | 0.7205          | 0.7428      |
| 0.1191        | 12.0  | 4440  | 0.4637          | 0.7248   | 0.8333        | 0.8877           | 0.9429         | 0.8129              | 0.8597            | 0.5923                         | 0.8803              | 0.8988               | 0.8463           | 0.8701    | 0.6726         | 0.7732       | 0.4433                    | 0.8032         | 0.7082          | 0.8032      |
| 0.2084        | 12.05 | 4460  | 0.5186          | 0.7122   | 0.8122        | 0.8814           | 0.9342         | 0.8089              | 0.8732            | 0.5363                         | 0.9210              | 0.8534               | 0.7581           | 0.8728    | 0.6772         | 0.7707       | 0.4206                    | 0.7911         | 0.7312          | 0.7215      |
| 0.1854        | 12.11 | 4480  | 0.5230          | 0.7061   | 0.8127        | 0.8792           | 0.9359         | 0.8309              | 0.8947            | 0.5021                         | 0.9033              | 0.8697               | 0.7521           | 0.8673    | 0.6797         | 0.7500       | 0.4015                    | 0.7938         | 0.7296          | 0.7206      |
| 0.1889        | 12.16 | 4500  | 0.4837          | 0.7133   | 0.8171        | 0.8825           | 0.9415         | 0.8475              | 0.8773            | 0.5297                         | 0.9081              | 0.8471               | 0.7688           | 0.8708    | 0.6769         | 0.7718       | 0.4255                    | 0.7964         | 0.7211          | 0.7310      |
| 0.153         | 12.22 | 4520  | 0.4712          | 0.7156   | 0.8198        | 0.8839           | 0.9316         | 0.7986              | 0.8801            | 0.5659                         | 0.9121              | 0.8510               | 0.7995           | 0.8707    | 0.6732         | 0.7598       | 0.4311                    | 0.8026         | 0.7179          | 0.7541      |
| 0.2379        | 12.27 | 4540  | 0.5025          | 0.7170   | 0.8201        | 0.8842           | 0.9323         | 0.8009              | 0.8691            | 0.5711                         | 0.9166              | 0.8629               | 0.7875           | 0.8708    | 0.6748         | 0.7623       | 0.4388                    | 0.8034         | 0.7225          | 0.7464      |
| 0.1759        | 12.32 | 4560  | 0.4684          | 0.7206   | 0.8304        | 0.8866           | 0.9355         | 0.8413              | 0.8658            | 0.5680                         | 0.9002              | 0.8947               | 0.8073           | 0.8724    | 0.6724         | 0.7693       | 0.4344                    | 0.8064         | 0.7223          | 0.7673      |
| 0.0683        | 12.38 | 4580  | 0.4606          | 0.7299   | 0.8333        | 0.8927           | 0.9351         | 0.8210              | 0.8745            | 0.5662                         | 0.9084              | 0.8799               | 0.8479           | 0.8744    | 0.6810         | 0.7725       | 0.4329                    | 0.8203         | 0.7247          | 0.8037      |
| 0.1155        | 12.43 | 4600  | 0.4529          | 0.7329   | 0.8351        | 0.8962           | 0.9433         | 0.8439              | 0.8791            | 0.5437                         | 0.9085              | 0.8782               | 0.8491           | 0.8791    | 0.6827         | 0.7695       | 0.4273                    | 0.8305         | 0.7390          | 0.8022      |
| 0.1194        | 12.49 | 4620  | 0.5244          | 0.7090   | 0.8053        | 0.8809           | 0.9429         | 0.8129              | 0.8577            | 0.5343                         | 0.9300              | 0.8144               | 0.7449           | 0.8675    | 0.6849         | 0.7715       | 0.4072                    | 0.8011         | 0.7237          | 0.7073      |
| 0.2681        | 12.54 | 4640  | 0.5301          | 0.7105   | 0.8124        | 0.8828           | 0.9404         | 0.8324              | 0.8551            | 0.5272                         | 0.9215              | 0.8453               | 0.7652           | 0.8713    | 0.6805         | 0.7576       | 0.3970                    | 0.8032         | 0.7332          | 0.7306      |
| 0.173         | 12.59 | 4660  | 0.5097          | 0.7125   | 0.8096        | 0.8844           | 0.9421         | 0.8165              | 0.8539            | 0.5362                         | 0.9330              | 0.8189               | 0.7666           | 0.8741    | 0.6824         | 0.7576       | 0.4051                    | 0.8070         | 0.7302          | 0.7314      |
| 0.3458        | 12.65 | 4680  | 0.4965          | 0.7078   | 0.8089        | 0.8813           | 0.9473         | 0.7956              | 0.8637            | 0.5241                         | 0.9076              | 0.8714               | 0.7527           | 0.8705    | 0.6782         | 0.7559       | 0.4082                    | 0.8022         | 0.7203          | 0.7193      |
| 0.1284        | 12.7  | 4700  | 0.4673          | 0.7267   | 0.8249        | 0.8904           | 0.9401         | 0.8143              | 0.8712            | 0.5281                         | 0.9047              | 0.8795               | 0.8362           | 0.8742    | 0.6845         | 0.7703       | 0.4401                    | 0.8114         | 0.7173          | 0.7891      |
| 0.2377        | 12.76 | 4720  | 0.4589          | 0.7292   | 0.8209        | 0.8931           | 0.9397         | 0.7997              | 0.8709            | 0.5099                         | 0.9186              | 0.8616               | 0.8461           | 0.8739    | 0.6842         | 0.7705       | 0.4338                    | 0.8185         | 0.7183          | 0.8054      |
| 0.1044        | 12.81 | 4740  | 0.5093          | 0.7087   | 0.8126        | 0.8812           | 0.9413         | 0.8186              | 0.8831            | 0.5200                         | 0.9077              | 0.8606               | 0.7569           | 0.8702    | 0.6835         | 0.7631       | 0.3993                    | 0.7989         | 0.7215          | 0.7244      |
| 0.1222        | 12.86 | 4760  | 0.5286          | 0.7017   | 0.8075        | 0.8792           | 0.9358         | 0.8207              | 0.8939            | 0.4502                         | 0.9008              | 0.8964               | 0.7550           | 0.8687    | 0.6875         | 0.7484       | 0.3913                    | 0.8030         | 0.6905          | 0.7223      |
| 0.1819        | 12.92 | 4780  | 0.5473          | 0.6993   | 0.8006        | 0.8783           | 0.9441         | 0.8377              | 0.8787            | 0.4731                         | 0.9219              | 0.8221               | 0.7264           | 0.8682    | 0.6807         | 0.7669       | 0.4151                    | 0.8093         | 0.6595          | 0.6955      |
| 0.1422        | 12.97 | 4800  | 0.5042          | 0.7089   | 0.8038        | 0.8846           | 0.9478         | 0.8060              | 0.8793            | 0.4616                         | 0.9224              | 0.8596               | 0.7501           | 0.8807    | 0.6850         | 0.7750       | 0.4121                    | 0.8116         | 0.6843          | 0.7136      |
| 0.1449        | 13.03 | 4820  | 0.5165          | 0.7113   | 0.8117        | 0.8838           | 0.9430         | 0.8128              | 0.8994            | 0.4908                         | 0.9097              | 0.8670               | 0.7594           | 0.8753    | 0.6866         | 0.7620       | 0.4304                    | 0.8104         | 0.6897          | 0.7246      |
| 0.1895        | 13.08 | 4840  | 0.4997          | 0.7116   | 0.8156        | 0.8838           | 0.9402         | 0.8201              | 0.8990            | 0.5111                         | 0.9079              | 0.8612               | 0.7695           | 0.8752    | 0.6873         | 0.7613       | 0.4137                    | 0.8068         | 0.7013          | 0.7355      |
| 0.1773        | 13.14 | 4860  | 0.4964          | 0.7134   | 0.8159        | 0.8853           | 0.9392         | 0.8523              | 0.8867            | 0.4908                         | 0.9131              | 0.8315               | 0.7975           | 0.8720    | 0.6819         | 0.7579       | 0.4004                    | 0.8071         | 0.7142          | 0.7601      |
| 0.1133        | 13.19 | 4880  | 0.4879          | 0.7209   | 0.8143        | 0.8892           | 0.9500         | 0.8025              | 0.8596            | 0.5030                         | 0.9112              | 0.8609               | 0.8127           | 0.8726    | 0.6828         | 0.7623       | 0.4216                    | 0.8141         | 0.7138          | 0.7792      |
| 0.3126        | 13.24 | 4900  | 0.4768          | 0.7280   | 0.8242        | 0.8943           | 0.9430         | 0.8414              | 0.8803            | 0.4860                         | 0.9146              | 0.8581               | 0.8457           | 0.8785    | 0.6857         | 0.7674       | 0.4185                    | 0.8228         | 0.7173          | 0.8061      |
| 0.0713        | 13.3  | 4920  | 0.4557          | 0.7221   | 0.8182        | 0.8892           | 0.9449         | 0.8233              | 0.8910            | 0.5045                         | 0.9109              | 0.8382               | 0.8144           | 0.8719    | 0.6798         | 0.7649       | 0.4317                    | 0.8131         | 0.7138          | 0.7794      |
| 0.2414        | 13.35 | 4940  | 0.5193          | 0.7164   | 0.8193        | 0.8850           | 0.9397         | 0.8366              | 0.8864            | 0.5090                         | 0.9068              | 0.8800               | 0.7763           | 0.8758    | 0.6879         | 0.7636       | 0.4349                    | 0.8051         | 0.7064          | 0.7408      |
| 0.3379        | 13.41 | 4960  | 0.5566          | 0.7060   | 0.8104        | 0.8801           | 0.9431         | 0.7932              | 0.8922            | 0.5346                         | 0.9052              | 0.8554               | 0.7491           | 0.8748    | 0.6793         | 0.7603       | 0.4312                    | 0.8025         | 0.6797          | 0.7142      |
| 0.1459        | 13.46 | 4980  | 0.5457          | 0.7069   | 0.8116        | 0.8791           | 0.9499         | 0.7954              | 0.8754            | 0.5687                         | 0.9017              | 0.8567               | 0.7333           | 0.8681    | 0.6779         | 0.7643       | 0.4273                    | 0.8002         | 0.7124          | 0.6983      |
| 1.3247        | 13.51 | 5000  | 0.5213          | 0.7102   | 0.8104        | 0.8826           | 0.9481         | 0.8174              | 0.8809            | 0.5285                         | 0.9128              | 0.8244               | 0.7607           | 0.8744    | 0.6857         | 0.7585       | 0.4298                    | 0.8059         | 0.6946          | 0.7226      |
| 0.0945        | 13.57 | 5020  | 0.5877          | 0.7072   | 0.8020        | 0.8808           | 0.9502         | 0.7836              | 0.8803            | 0.4946                         | 0.9134              | 0.8600               | 0.7316           | 0.8705    | 0.6829         | 0.7679       | 0.4203                    | 0.8015         | 0.7075          | 0.6995      |
| 0.1065        | 13.62 | 5040  | 0.5420          | 0.7147   | 0.8126        | 0.8850           | 0.9467         | 0.8265              | 0.8727            | 0.4935                         | 0.9141              | 0.8791               | 0.7556           | 0.8802    | 0.6870         | 0.7716       | 0.4257                    | 0.8024         | 0.7165          | 0.7196      |
| 0.226         | 13.68 | 5060  | 0.5306          | 0.7122   | 0.8149        | 0.8837           | 0.9501         | 0.8042              | 0.8731            | 0.5303                         | 0.9014              | 0.8893               | 0.7562           | 0.8806    | 0.6831         | 0.7733       | 0.4246                    | 0.8020         | 0.6988          | 0.7231      |
| 0.2018        | 13.73 | 5080  | 0.5174          | 0.7051   | 0.8066        | 0.8804           | 0.9459         | 0.7958              | 0.8441            | 0.5164                         | 0.9092              | 0.8776               | 0.7574           | 0.8729    | 0.6732         | 0.7581       | 0.4096                    | 0.8001         | 0.6977          | 0.7238      |
| 0.1974        | 13.78 | 5100  | 0.4997          | 0.7140   | 0.8193        | 0.8848           | 0.9456         | 0.8214              | 0.8686            | 0.5417                         | 0.9056              | 0.8859               | 0.7660           | 0.8790    | 0.6791         | 0.7627       | 0.4327                    | 0.8085         | 0.7099          | 0.7259      |
| 0.0747        | 13.84 | 5120  | 0.5084          | 0.7104   | 0.8162        | 0.8831           | 0.9407         | 0.8148              | 0.8771            | 0.5148                         | 0.9045              | 0.8993               | 0.7620           | 0.8749    | 0.6827         | 0.7573       | 0.4234                    | 0.8101         | 0.7011          | 0.7234      |
| 0.1863        | 13.89 | 5140  | 0.4846          | 0.7132   | 0.8131        | 0.8851           | 0.9435         | 0.8225              | 0.8763            | 0.5215                         | 0.9223              | 0.8435               | 0.7626           | 0.8754    | 0.6874         | 0.7607       | 0.4122                    | 0.8121         | 0.7200          | 0.7247      |
| 0.1009        | 13.95 | 5160  | 0.4980          | 0.7127   | 0.8124        | 0.8849           | 0.9432         | 0.8048              | 0.8786            | 0.5179                         | 0.9185              | 0.8623               | 0.7616           | 0.8754    | 0.6867         | 0.7677       | 0.4094                    | 0.8115         | 0.7132          | 0.7250      |
| 0.1497        | 14.0  | 5180  | 0.4876          | 0.7174   | 0.8167        | 0.8871           | 0.9474         | 0.8119              | 0.8701            | 0.5091                         | 0.9042              | 0.8754               | 0.7985           | 0.8746    | 0.6890         | 0.7656       | 0.4012                    | 0.8090         | 0.7248          | 0.7579      |
| 0.0537        | 14.05 | 5200  | 0.5260          | 0.7166   | 0.8159        | 0.8876           | 0.9395         | 0.8478              | 0.8777            | 0.4773                         | 0.9223              | 0.8665               | 0.7802           | 0.8755    | 0.6866         | 0.7588       | 0.4029                    | 0.8130         | 0.7341          | 0.7456      |
| 1.577         | 14.11 | 5220  | 0.5184          | 0.7170   | 0.8182        | 0.8868           | 0.9386         | 0.8285              | 0.8968            | 0.5057                         | 0.9143              | 0.8580               | 0.7856           | 0.8747    | 0.6852         | 0.7578       | 0.4133                    | 0.8114         | 0.7333          | 0.7433      |
| 0.1555        | 14.16 | 5240  | 0.5294          | 0.7118   | 0.8167        | 0.8833           | 0.9445         | 0.8181              | 0.9006            | 0.5216                         | 0.9003              | 0.8680               | 0.7638           | 0.8744    | 0.6851         | 0.7624       | 0.4156                    | 0.8043         | 0.7154          | 0.7256      |
| 0.1409        | 14.22 | 5260  | 0.5103          | 0.7094   | 0.8106        | 0.8825           | 0.9487         | 0.8167              | 0.8786            | 0.5029                         | 0.9044              | 0.8622               | 0.7607           | 0.8762    | 0.6880         | 0.7732       | 0.4084                    | 0.8036         | 0.7067          | 0.7096      |
| 0.0525        | 14.27 | 5280  | 0.5201          | 0.7205   | 0.8239        | 0.8895           | 0.9428         | 0.8287              | 0.8798            | 0.5095                         | 0.8975              | 0.8714               | 0.8376           | 0.8778    | 0.6814         | 0.7685       | 0.4138                    | 0.8158         | 0.7183          | 0.7678      |
| 0.1194        | 14.32 | 5300  | 0.5412          | 0.7159   | 0.8292        | 0.8846           | 0.9259         | 0.8145              | 0.8835            | 0.5631                         | 0.8893              | 0.8789               | 0.8495           | 0.8710    | 0.6724         | 0.7624       | 0.4242                    | 0.8097         | 0.7220          | 0.7498      |
| 0.161         | 14.38 | 5320  | 0.4771          | 0.7223   | 0.8160        | 0.8907           | 0.9417         | 0.8029              | 0.8723            | 0.4857                         | 0.9153              | 0.8615               | 0.8330           | 0.8762    | 0.6862         | 0.7692       | 0.4117                    | 0.8178         | 0.7245          | 0.7704      |
| 0.0956        | 14.43 | 5340  | 0.4874          | 0.7289   | 0.8257        | 0.8929           | 0.9517         | 0.8107              | 0.8780            | 0.5159                         | 0.8961              | 0.8973               | 0.8304           | 0.8754    | 0.6903         | 0.7736       | 0.4321                    | 0.8216         | 0.7228          | 0.7863      |
| 0.2009        | 14.49 | 5360  | 0.5104          | 0.7230   | 0.8288        | 0.8895           | 0.9319         | 0.8522              | 0.8916            | 0.5216                         | 0.9051              | 0.8548               | 0.8442           | 0.8736    | 0.6803         | 0.7655       | 0.4261                    | 0.8161         | 0.7255          | 0.7739      |
| 0.1389        | 14.54 | 5380  | 0.5389          | 0.7100   | 0.8149        | 0.8802           | 0.9451         | 0.8162              | 0.8875            | 0.5532                         | 0.9051              | 0.8674               | 0.7299           | 0.8694    | 0.6863         | 0.7588       | 0.4304                    | 0.7993         | 0.7244          | 0.7014      |
| 0.113         | 14.59 | 5400  | 0.5308          | 0.7129   | 0.8127        | 0.8843           | 0.9455         | 0.8141              | 0.8665            | 0.4971                         | 0.9079              | 0.8915               | 0.7665           | 0.8802    | 0.6843         | 0.7596       | 0.4138                    | 0.7984         | 0.7216          | 0.7324      |
| 0.1371        | 14.65 | 5420  | 0.5215          | 0.7049   | 0.8004        | 0.8832           | 0.9513         | 0.8307              | 0.8734            | 0.4225                         | 0.9123              | 0.8422               | 0.7706           | 0.8758    | 0.6785         | 0.7591       | 0.3686                    | 0.7989         | 0.7192          | 0.7343      |
| 0.3141        | 14.7  | 5440  | 0.5218          | 0.7074   | 0.8086        | 0.8841           | 0.9417         | 0.8431              | 0.8839            | 0.4166                         | 0.9078              | 0.8989               | 0.7681           | 0.8791    | 0.6841         | 0.7610       | 0.3773                    | 0.8015         | 0.7162          | 0.7323      |
| 0.1709        | 14.76 | 5460  | 0.4785          | 0.7180   | 0.8145        | 0.8884           | 0.9507         | 0.8185              | 0.8664            | 0.4890                         | 0.9110              | 0.8789               | 0.7870           | 0.8803    | 0.6828         | 0.7678       | 0.4081                    | 0.8093         | 0.7288          | 0.7491      |
| 0.1482        | 14.81 | 5480  | 0.4938          | 0.7181   | 0.8246        | 0.8870           | 0.9412         | 0.8479              | 0.8573            | 0.5339                         | 0.9079              | 0.8986               | 0.7853           | 0.8802    | 0.6792         | 0.7679       | 0.4275                    | 0.8084         | 0.7177          | 0.7458      |
| 0.1614        | 14.86 | 5500  | 0.4950          | 0.7201   | 0.8244        | 0.8881           | 0.9428         | 0.8397              | 0.8713            | 0.5426                         | 0.9109              | 0.8743               | 0.7891           | 0.8791    | 0.6815         | 0.7697       | 0.4200                    | 0.8099         | 0.7285          | 0.7520      |
| 0.9558        | 14.92 | 5520  | 0.4832          | 0.7250   | 0.8235        | 0.8908           | 0.9528         | 0.8248              | 0.8712            | 0.5252                         | 0.9005              | 0.8763               | 0.8140           | 0.8778    | 0.6849         | 0.7681       | 0.4287                    | 0.8141         | 0.7253          | 0.7760      |
| 0.1639        | 14.97 | 5540  | 0.4675          | 0.7237   | 0.8223        | 0.8900           | 0.9493         | 0.8379              | 0.8569            | 0.5267                         | 0.9136              | 0.8845               | 0.7875           | 0.8788    | 0.6820         | 0.7721       | 0.4330                    | 0.8138         | 0.7322          | 0.7539      |
| 0.2244        | 15.03 | 5560  | 0.4465          | 0.7242   | 0.8188        | 0.8913           | 0.9494         | 0.8069              | 0.8736            | 0.5314                         | 0.9218              | 0.8570               | 0.7915           | 0.8778    | 0.6772         | 0.7719       | 0.4264                    | 0.8195         | 0.7391          | 0.7573      |
| 0.1792        | 15.08 | 5580  | 0.4587          | 0.7288   | 0.8168        | 0.8937           | 0.9528         | 0.7940              | 0.8580            | 0.5126                         | 0.9221              | 0.8627               | 0.8152           | 0.8767    | 0.6833         | 0.7738       | 0.4250                    | 0.8207         | 0.7437          | 0.7785      |
| 0.1632        | 15.14 | 5600  | 0.4949          | 0.7247   | 0.8112        | 0.8912           | 0.9464         | 0.8191              | 0.8799            | 0.4828                         | 0.9362              | 0.8244               | 0.7895           | 0.8750    | 0.6915         | 0.7770       | 0.4215                    | 0.8169         | 0.7372          | 0.7541      |
| 0.1682        | 15.19 | 5620  | 0.4614          | 0.7352   | 0.8293        | 0.8963           | 0.9456         | 0.8247              | 0.8888            | 0.5385                         | 0.9194              | 0.8586               | 0.8294           | 0.8743    | 0.6888         | 0.7706       | 0.4456                    | 0.8324         | 0.7414          | 0.7936      |
| 0.0872        | 15.24 | 5640  | 0.4925          | 0.7254   | 0.8245        | 0.8910           | 0.9493         | 0.8148              | 0.8935            | 0.5297                         | 0.8996              | 0.8640               | 0.8208           | 0.8722    | 0.6820         | 0.7673       | 0.4316                    | 0.8197         | 0.7191          | 0.7859      |
| 0.1775        | 15.3  | 5660  | 0.5081          | 0.7243   | 0.8243        | 0.8899           | 0.9489         | 0.8139              | 0.8769            | 0.5402                         | 0.8986              | 0.8709               | 0.8208           | 0.8734    | 0.6832         | 0.7708       | 0.4370                    | 0.8161         | 0.7028          | 0.7869      |
| 0.0841        | 15.35 | 5680  | 0.5488          | 0.7109   | 0.8155        | 0.8808           | 0.9515         | 0.8092              | 0.8628            | 0.5433                         | 0.8878              | 0.8921               | 0.7621           | 0.8709    | 0.6787         | 0.7674       | 0.4393                    | 0.7958         | 0.6944          | 0.7297      |
| 0.1122        | 15.41 | 5700  | 0.5543          | 0.7054   | 0.8061        | 0.8805           | 0.9511         | 0.8116              | 0.8649            | 0.5180                         | 0.9127              | 0.8522               | 0.7325           | 0.8724    | 0.6796         | 0.7698       | 0.4223                    | 0.8059         | 0.6868          | 0.7009      |
| 0.1993        | 15.46 | 5720  | 0.5177          | 0.7158   | 0.8148        | 0.8845           | 0.9460         | 0.8084              | 0.8672            | 0.5195                         | 0.9054              | 0.8827               | 0.7748           | 0.8746    | 0.6815         | 0.7720       | 0.4406                    | 0.8033         | 0.6999          | 0.7390      |
| 0.0915        | 15.51 | 5740  | 0.4926          | 0.7269   | 0.8195        | 0.8926           | 0.9543         | 0.8048              | 0.8721            | 0.5067                         | 0.9070              | 0.8705               | 0.8209           | 0.8722    | 0.6812         | 0.7736       | 0.4339                    | 0.8245         | 0.7194          | 0.7840      |
| 0.1622        | 15.57 | 5760  | 0.4791          | 0.7249   | 0.8201        | 0.8926           | 0.9443         | 0.8324              | 0.8663            | 0.4911                         | 0.9170              | 0.8504               | 0.8394           | 0.8724    | 0.6812         | 0.7699       | 0.4131                    | 0.8251         | 0.7191          | 0.7935      |
| 0.0614        | 15.62 | 5780  | 0.4569          | 0.7331   | 0.8331        | 0.8950           | 0.9436         | 0.8198              | 0.8807            | 0.5573                         | 0.9056              | 0.8760               | 0.8489           | 0.8775    | 0.6837         | 0.7662       | 0.4476                    | 0.8260         | 0.7218          | 0.8086      |
| 0.1372        | 15.68 | 5800  | 0.5126          | 0.7160   | 0.8237        | 0.8824           | 0.9411         | 0.8218              | 0.8873            | 0.5416                         | 0.8821              | 0.8988               | 0.7929           | 0.8731    | 0.6832         | 0.7698       | 0.4406                    | 0.7900         | 0.6973          | 0.7580      |
| 0.1055        | 15.73 | 5820  | 0.5358          | 0.7106   | 0.8066        | 0.8831           | 0.9504         | 0.7913              | 0.8835            | 0.4953                         | 0.9073              | 0.8540               | 0.7643           | 0.8777    | 0.6850         | 0.7731       | 0.4257                    | 0.8016         | 0.6824          | 0.7286      |
| 0.1022        | 15.78 | 5840  | 0.5055          | 0.7157   | 0.8227        | 0.8847           | 0.9451         | 0.8186              | 0.8651            | 0.5727                         | 0.8983              | 0.8611               | 0.7978           | 0.8791    | 0.6862         | 0.7720       | 0.4170                    | 0.8008         | 0.6971          | 0.7577      |
| 0.1283        | 15.84 | 5860  | 0.4868          | 0.7249   | 0.8213        | 0.8912           | 0.9564         | 0.7839              | 0.8817            | 0.5548                         | 0.8999              | 0.8506               | 0.8218           | 0.8767    | 0.6824         | 0.7717       | 0.4232                    | 0.8163         | 0.7153          | 0.7886      |
| 0.1489        | 15.89 | 5880  | 0.4910          | 0.7252   | 0.8211        | 0.8910           | 0.9491         | 0.8177              | 0.8487            | 0.5199                         | 0.9098              | 0.8839               | 0.8183           | 0.8814    | 0.6875         | 0.7682       | 0.4325                    | 0.8119         | 0.7123          | 0.7822      |
| 0.2806        | 15.95 | 5900  | 0.4945          | 0.7297   | 0.8298        | 0.8933           | 0.9473         | 0.8097              | 0.8824            | 0.5494                         | 0.8988              | 0.8796               | 0.8414           | 0.8799    | 0.6878         | 0.7684       | 0.4345                    | 0.8182         | 0.7140          | 0.8054      |
| 0.1371        | 16.0  | 5920  | 0.5251          | 0.7197   | 0.8139        | 0.8887           | 0.9426         | 0.8010              | 0.8877            | 0.4943                         | 0.9202              | 0.8620               | 0.7895           | 0.8796    | 0.6862         | 0.7629       | 0.4191                    | 0.8097         | 0.7264          | 0.7541      |
| 0.0901        | 16.05 | 5940  | 0.4934          | 0.7210   | 0.8157        | 0.8892           | 0.9472         | 0.8042              | 0.8829            | 0.5010                         | 0.9141              | 0.8691               | 0.7911           | 0.8806    | 0.6862         | 0.7677       | 0.4226                    | 0.8096         | 0.7254          | 0.7548      |
| 0.1659        | 16.11 | 5960  | 0.5388          | 0.7135   | 0.8112        | 0.8853           | 0.9461         | 0.8085              | 0.8836            | 0.4980                         | 0.9167              | 0.8690               | 0.7566           | 0.8772    | 0.6831         | 0.7642       | 0.4175                    | 0.8082         | 0.7187          | 0.7255      |
| 0.1072        | 16.16 | 5980  | 0.5588          | 0.7167   | 0.8174        | 0.8839           | 0.9342         | 0.8372              | 0.8710            | 0.5212                         | 0.9190              | 0.8699               | 0.7694           | 0.8747    | 0.6831         | 0.7671       | 0.4372                    | 0.7971         | 0.7244          | 0.7334      |
| 0.6106        | 16.22 | 6000  | 0.5587          | 0.7181   | 0.8198        | 0.8845           | 0.9434         | 0.8296              | 0.8722            | 0.5424                         | 0.9078              | 0.8786               | 0.7648           | 0.8786    | 0.6844         | 0.7671       | 0.4477                    | 0.7972         | 0.7247          | 0.7266      |
| 0.1578        | 16.27 | 6020  | 0.5023          | 0.7234   | 0.8220        | 0.8891           | 0.9409         | 0.8351              | 0.8720            | 0.5270                         | 0.9195              | 0.8711               | 0.7885           | 0.8785    | 0.6842         | 0.7670       | 0.4469                    | 0.8123         | 0.7247          | 0.7502      |
| 0.0939        | 16.32 | 6040  | 0.5277          | 0.7183   | 0.8133        | 0.8870           | 0.9397         | 0.8046              | 0.8750            | 0.5381                         | 0.9354              | 0.8350               | 0.7648           | 0.8789    | 0.6819         | 0.7673       | 0.4435                    | 0.8116         | 0.7149          | 0.7299      |
| 0.0552        | 16.38 | 6060  | 0.5900          | 0.7183   | 0.8119        | 0.8867           | 0.9528         | 0.7929              | 0.8738            | 0.5445                         | 0.9230              | 0.8467               | 0.7495           | 0.8734    | 0.6803         | 0.7708       | 0.4422                    | 0.8140         | 0.7257          | 0.7216      |
| 0.156         | 16.43 | 6080  | 0.5169          | 0.7219   | 0.8231        | 0.8887           | 0.9471         | 0.8251              | 0.8793            | 0.5582                         | 0.9132              | 0.8552               | 0.7836           | 0.8762    | 0.6823         | 0.7677       | 0.4377                    | 0.8157         | 0.7242          | 0.7494      |
| 0.1466        | 16.49 | 6100  | 0.5293          | 0.7191   | 0.8131        | 0.8874           | 0.9439         | 0.7994              | 0.8523            | 0.5236                         | 0.9240              | 0.8622               | 0.7863           | 0.8729    | 0.6835         | 0.7682       | 0.4200                    | 0.8108         | 0.7252          | 0.7531      |
| 0.0852        | 16.54 | 6120  | 0.5317          | 0.7181   | 0.8130        | 0.8870           | 0.9379         | 0.8027              | 0.8648            | 0.5091                         | 0.9258              | 0.8599               | 0.7908           | 0.8729    | 0.6826         | 0.7639       | 0.4151                    | 0.8087         | 0.7277          | 0.7560      |
| 0.4519        | 16.59 | 6140  | 0.5177          | 0.7214   | 0.8213        | 0.8892           | 0.9425         | 0.8270              | 0.8827            | 0.5092                         | 0.9116              | 0.8816               | 0.7944           | 0.8768    | 0.6819         | 0.7646       | 0.4260                    | 0.8139         | 0.7273          | 0.7592      |
| 0.0944        | 16.65 | 6160  | 0.5116          | 0.7197   | 0.8169        | 0.8884           | 0.9431         | 0.8113              | 0.8838            | 0.5071                         | 0.9154              | 0.8653               | 0.7923           | 0.8761    | 0.6829         | 0.7623       | 0.4193                    | 0.8116         | 0.7286          | 0.7574      |
| 0.0866        | 16.7  | 6180  | 0.5518          | 0.7121   | 0.8173        | 0.8824           | 0.9349         | 0.8215              | 0.8803            | 0.5341                         | 0.9130              | 0.8797               | 0.7574           | 0.8735    | 0.6830         | 0.7632       | 0.4301                    | 0.8022         | 0.7068          | 0.7263      |
| 0.1709        | 16.76 | 6200  | 0.5418          | 0.7124   | 0.8147        | 0.8834           | 0.9373         | 0.8074              | 0.8946            | 0.5317                         | 0.9159              | 0.8523               | 0.7637           | 0.8738    | 0.6838         | 0.7671       | 0.4277                    | 0.8068         | 0.6988          | 0.7286      |
| 0.1937        | 16.81 | 6220  | 0.5486          | 0.7134   | 0.8134        | 0.8843           | 0.9376         | 0.8241              | 0.8861            | 0.5029                         | 0.9209              | 0.8619               | 0.7600           | 0.8735    | 0.6849         | 0.7700       | 0.4306                    | 0.8101         | 0.6983          | 0.7264      |
| 2.8929        | 16.86 | 6240  | 0.5439          | 0.7128   | 0.8114        | 0.8842           | 0.9407         | 0.8229              | 0.8945            | 0.4935                         | 0.9189              | 0.8496               | 0.7597           | 0.8731    | 0.6855         | 0.7738       | 0.4234                    | 0.8083         | 0.7000          | 0.7255      |
| 0.0648        | 16.92 | 6260  | 0.4885          | 0.7168   | 0.8199        | 0.8846           | 0.9396         | 0.8333              | 0.8732            | 0.5511                         | 0.9166              | 0.8625               | 0.7629           | 0.8735    | 0.6843         | 0.7725       | 0.4493                    | 0.8092         | 0.7019          | 0.7271      |
| 0.1542        | 16.97 | 6280  | 0.5452          | 0.7158   | 0.8174        | 0.8834           | 0.9369         | 0.8164              | 0.8900            | 0.5580                         | 0.9196              | 0.8416               | 0.7590           | 0.8737    | 0.6874         | 0.7707       | 0.4474                    | 0.8033         | 0.7025          | 0.7255      |
| 0.0902        | 17.03 | 6300  | 0.5273          | 0.7207   | 0.8175        | 0.8859           | 0.9384         | 0.8322              | 0.8773            | 0.5288                         | 0.9223              | 0.8490               | 0.7743           | 0.8735    | 0.6886         | 0.7738       | 0.4484                    | 0.8033         | 0.7189          | 0.7383      |
| 0.1217        | 17.08 | 6320  | 0.4770          | 0.7303   | 0.8247        | 0.8930           | 0.9520         | 0.8060              | 0.8844            | 0.5436                         | 0.9072              | 0.8574               | 0.8222           | 0.8776    | 0.6872         | 0.7754       | 0.4432                    | 0.8183         | 0.7297          | 0.7811      |
| 0.0718        | 17.14 | 6340  | 0.4914          | 0.7325   | 0.8319        | 0.8942           | 0.9450         | 0.8564              | 0.8866            | 0.5467                         | 0.9128              | 0.8454               | 0.8305           | 0.8794    | 0.6865         | 0.7745       | 0.4518                    | 0.8209         | 0.7239          | 0.7906      |
| 0.2373        | 17.19 | 6360  | 0.5114          | 0.7229   | 0.8156        | 0.8895           | 0.9504         | 0.8186              | 0.8944            | 0.4887                         | 0.9133              | 0.8611               | 0.7828           | 0.8782    | 0.6909         | 0.7748       | 0.4303                    | 0.8105         | 0.7273          | 0.7484      |
| 0.7583        | 17.24 | 6380  | 0.5510          | 0.7158   | 0.8129        | 0.8861           | 0.9501         | 0.8350              | 0.8750            | 0.4921                         | 0.9151              | 0.8634               | 0.7598           | 0.8797    | 0.6886         | 0.7707       | 0.4283                    | 0.8077         | 0.7103          | 0.7253      |
| 0.1402        | 17.3  | 6400  | 0.5501          | 0.7149   | 0.8142        | 0.8850           | 0.9456         | 0.8124              | 0.8784            | 0.5115                         | 0.9104              | 0.8760               | 0.7648           | 0.8792    | 0.6885         | 0.7677       | 0.4378                    | 0.8073         | 0.6987          | 0.7254      |
| 0.0813        | 17.35 | 6420  | 0.5124          | 0.7195   | 0.8216        | 0.8861           | 0.9435         | 0.8357              | 0.8774            | 0.5315                         | 0.9048              | 0.8732               | 0.7853           | 0.8788    | 0.6874         | 0.7696       | 0.4431                    | 0.8025         | 0.7107          | 0.7446      |
| 0.1085        | 17.41 | 6440  | 0.4813          | 0.7305   | 0.8236        | 0.8939           | 0.9471         | 0.8276              | 0.8798            | 0.5244                         | 0.9222              | 0.8503               | 0.8138           | 0.8796    | 0.6875         | 0.7734       | 0.4411                    | 0.8217         | 0.7377          | 0.7727      |
| 0.1439        | 17.46 | 6460  | 0.5327          | 0.7248   | 0.8146        | 0.8911           | 0.9400         | 0.8298              | 0.8716            | 0.4727                         | 0.9351              | 0.8639               | 0.7888           | 0.8763    | 0.6880         | 0.7723       | 0.4196                    | 0.8154         | 0.7514          | 0.7505      |
| 0.0652        | 17.51 | 6480  | 0.4739          | 0.7331   | 0.8298        | 0.8935           | 0.9517         | 0.8073              | 0.8871            | 0.5477                         | 0.8962              | 0.8921               | 0.8267           | 0.8786    | 0.6847         | 0.7770       | 0.4611                    | 0.8168         | 0.7270          | 0.7864      |
| 0.1091        | 17.57 | 6500  | 0.4763          | 0.7287   | 0.8306        | 0.8907           | 0.9489         | 0.8213              | 0.8759            | 0.5751                         | 0.8972              | 0.8800               | 0.8160           | 0.8811    | 0.6868         | 0.7772       | 0.4570                    | 0.8092         | 0.7115          | 0.7779      |
| 0.4689        | 17.62 | 6520  | 0.4656          | 0.7248   | 0.8241        | 0.8897           | 0.9414         | 0.8117              | 0.8613            | 0.5546                         | 0.9115              | 0.8665               | 0.8218           | 0.8764    | 0.6897         | 0.7702       | 0.4206                    | 0.8104         | 0.7284          | 0.7778      |
| 0.126         | 17.68 | 6540  | 0.4826          | 0.7219   | 0.8210        | 0.8898           | 0.9419         | 0.8082              | 0.8646            | 0.5306                         | 0.9128              | 0.8680               | 0.8207           | 0.8767    | 0.6899         | 0.7575       | 0.4034                    | 0.8148         | 0.7357          | 0.7754      |
| 0.1497        | 17.73 | 6560  | 0.5100          | 0.7211   | 0.8117        | 0.8894           | 0.9488         | 0.8191              | 0.8843            | 0.4794                         | 0.9243              | 0.8461               | 0.7800           | 0.8769    | 0.6926         | 0.7741       | 0.4011                    | 0.8110         | 0.7498          | 0.7419      |
| 0.1546        | 17.78 | 6580  | 0.4865          | 0.7209   | 0.8199        | 0.8887           | 0.9426         | 0.8249              | 0.8755            | 0.5045                         | 0.9116              | 0.8858               | 0.7945           | 0.8804    | 0.6906         | 0.7710       | 0.4120                    | 0.8074         | 0.7293          | 0.7560      |
| 0.1639        | 17.84 | 6600  | 0.5077          | 0.7254   | 0.8190        | 0.8932           | 0.9488         | 0.8178              | 0.8878            | 0.4842                         | 0.9149              | 0.8586               | 0.8208           | 0.8801    | 0.6900         | 0.7609       | 0.4069                    | 0.8209         | 0.7346          | 0.7841      |
| 0.3673        | 17.89 | 6620  | 0.5128          | 0.7242   | 0.8186        | 0.8915           | 0.9463         | 0.8168              | 0.8871            | 0.5067                         | 0.9217              | 0.8563               | 0.7954           | 0.8810    | 0.6900         | 0.7684       | 0.4188                    | 0.8171         | 0.7352          | 0.7591      |
| 0.1978        | 17.95 | 6640  | 0.5142          | 0.7217   | 0.8170        | 0.8893           | 0.9472         | 0.8285              | 0.8718            | 0.4931                         | 0.9168              | 0.8795               | 0.7824           | 0.8788    | 0.6864         | 0.7676       | 0.4239                    | 0.8117         | 0.7397          | 0.7434      |
| 0.1925        | 18.0  | 6660  | 0.5152          | 0.7298   | 0.8267        | 0.8925           | 0.9490         | 0.8242              | 0.8814            | 0.5430                         | 0.9099              | 0.8722               | 0.8072           | 0.8773    | 0.6874         | 0.7708       | 0.4438                    | 0.8181         | 0.7407          | 0.7707      |
| 0.1153        | 18.05 | 6680  | 0.4866          | 0.7342   | 0.8234        | 0.8971           | 0.9492         | 0.7931              | 0.8895            | 0.5085                         | 0.9157              | 0.8595               | 0.8483           | 0.8780    | 0.6837         | 0.7701       | 0.4364                    | 0.8295         | 0.7339          | 0.8075      |
| 0.0899        | 18.11 | 6700  | 0.4887          | 0.7338   | 0.8318        | 0.8960           | 0.9459         | 0.8300              | 0.8650            | 0.5456                         | 0.9127              | 0.8827               | 0.8406           | 0.8802    | 0.6827         | 0.7705       | 0.4455                    | 0.8274         | 0.7293          | 0.8008      |
| 0.2589        | 18.16 | 6720  | 0.4892          | 0.7323   | 0.8291        | 0.8945           | 0.9486         | 0.8144              | 0.8825            | 0.5375                         | 0.9046              | 0.8833               | 0.8332           | 0.8810    | 0.6896         | 0.7695       | 0.4447                    | 0.8210         | 0.7255          | 0.7944      |
| 0.1197        | 18.22 | 6740  | 0.5024          | 0.7249   | 0.8207        | 0.8899           | 0.9513         | 0.8139              | 0.8668            | 0.5448                         | 0.9104              | 0.8543               | 0.8037           | 0.8796    | 0.6902         | 0.7629       | 0.4414                    | 0.8111         | 0.7264          | 0.7629      |
| 0.1703        | 18.27 | 6760  | 0.5068          | 0.7253   | 0.8255        | 0.8890           | 0.9485         | 0.8050              | 0.8485            | 0.5965                         | 0.9106              | 0.8742               | 0.7949           | 0.8806    | 0.6880         | 0.7666       | 0.4513                    | 0.8089         | 0.7253          | 0.7563      |
| 0.1416        | 18.32 | 6780  | 0.5116          | 0.7238   | 0.8234        | 0.8890           | 0.9468         | 0.8031              | 0.8735            | 0.5668                         | 0.9109              | 0.8755               | 0.7871           | 0.8816    | 0.6887         | 0.7692       | 0.4442                    | 0.8105         | 0.7240          | 0.7484      |
| 0.2357        | 18.38 | 6800  | 0.4785          | 0.7263   | 0.8257        | 0.8907           | 0.9481         | 0.8063              | 0.8624            | 0.5775                         | 0.9122              | 0.8718               | 0.8016           | 0.8816    | 0.6879         | 0.7647       | 0.4400                    | 0.8146         | 0.7345          | 0.7604      |
| 0.1692        | 18.43 | 6820  | 0.4507          | 0.7336   | 0.8321        | 0.8952           | 0.9472         | 0.8108              | 0.8720            | 0.5805                         | 0.9127              | 0.8687               | 0.8325           | 0.8811    | 0.6865         | 0.7715       | 0.4468                    | 0.8257         | 0.7338          | 0.7898      |
| 0.1097        | 18.49 | 6840  | 0.4794          | 0.7333   | 0.8299        | 0.8953           | 0.9486         | 0.7926              | 0.8754            | 0.5718                         | 0.9088              | 0.8714               | 0.8407           | 0.8762    | 0.6819         | 0.7697       | 0.4426                    | 0.8279         | 0.7329          | 0.8021      |
| 0.1896        | 18.54 | 6860  | 0.5163          | 0.7141   | 0.8230        | 0.8832           | 0.9360         | 0.7966              | 0.8850            | 0.5660                         | 0.8949              | 0.8898               | 0.7928           | 0.8737    | 0.6814         | 0.7653       | 0.4298                    | 0.8035         | 0.7004          | 0.7450      |
| 0.1161        | 18.59 | 6880  | 0.5188          | 0.7164   | 0.8111        | 0.8873           | 0.9524         | 0.7999              | 0.8748            | 0.5150                         | 0.9185              | 0.8481               | 0.7693           | 0.8763    | 0.6808         | 0.7721       | 0.4248                    | 0.8156         | 0.7120          | 0.7332      |
| 0.1457        | 18.65 | 6900  | 0.5094          | 0.7163   | 0.8214        | 0.8858           | 0.9379         | 0.8260              | 0.8810            | 0.5706                         | 0.9231              | 0.8455               | 0.7658           | 0.8780    | 0.6832         | 0.7630       | 0.4432                    | 0.8157         | 0.7021          | 0.7291      |
| 0.074         | 18.7  | 6920  | 0.5089          | 0.7152   | 0.8230        | 0.8845           | 0.9461         | 0.8254              | 0.8721            | 0.5581                         | 0.8992              | 0.8954               | 0.7646           | 0.8793    | 0.6885         | 0.7624       | 0.4443                    | 0.8106         | 0.6965          | 0.7247      |
| 0.0944        | 18.76 | 6940  | 0.5005          | 0.7185   | 0.8221        | 0.8853           | 0.9334         | 0.8362              | 0.8707            | 0.5501                         | 0.9182              | 0.8642               | 0.7822           | 0.8718    | 0.6885         | 0.7623       | 0.4349                    | 0.8074         | 0.7200          | 0.7444      |
| 0.1743        | 18.81 | 6960  | 0.5052          | 0.7221   | 0.8193        | 0.8884           | 0.9463         | 0.8099              | 0.8844            | 0.5297                         | 0.9108              | 0.8656               | 0.7886           | 0.8747    | 0.6858         | 0.7627       | 0.4372                    | 0.8120         | 0.7296          | 0.7527      |
| 0.0786        | 18.86 | 6980  | 0.5417          | 0.7102   | 0.8172        | 0.8817           | 0.9322         | 0.8292              | 0.8613            | 0.5575                         | 0.9211              | 0.8579               | 0.7613           | 0.8718    | 0.6816         | 0.7575       | 0.4297                    | 0.8062         | 0.6984          | 0.7265      |
| 0.1497        | 18.92 | 7000  | 0.4958          | 0.7216   | 0.8254        | 0.8864           | 0.9435         | 0.8290              | 0.8716            | 0.5538                         | 0.8988              | 0.8889               | 0.7922           | 0.8717    | 0.6840         | 0.7687       | 0.4485                    | 0.8067         | 0.7188          | 0.7530      |
| 0.1378        | 18.97 | 7020  | 0.5228          | 0.7259   | 0.8238        | 0.8902           | 0.9509         | 0.8141              | 0.8692            | 0.5612                         | 0.9107              | 0.8689               | 0.7917           | 0.8786    | 0.6847         | 0.7734       | 0.4483                    | 0.8139         | 0.7239          | 0.7587      |
| 0.1311        | 19.03 | 7040  | 0.4866          | 0.7274   | 0.8310        | 0.8900           | 0.9439         | 0.8333              | 0.8735            | 0.5742                         | 0.9005              | 0.8708               | 0.8211           | 0.8732    | 0.6860         | 0.7738       | 0.4400                    | 0.8116         | 0.7229          | 0.7844      |
| 0.1454        | 19.08 | 7060  | 0.4845          | 0.7317   | 0.8286        | 0.8929           | 0.9456         | 0.8190              | 0.8716            | 0.5517                         | 0.9063              | 0.8684               | 0.8378           | 0.8727    | 0.6878         | 0.7746       | 0.4425                    | 0.8183         | 0.7280          | 0.7979      |
| 0.1215        | 19.14 | 7080  | 0.5578          | 0.7173   | 0.8215        | 0.8844           | 0.9362         | 0.8271              | 0.8733            | 0.5648                         | 0.9180              | 0.8708               | 0.7605           | 0.8748    | 0.6848         | 0.7757       | 0.4526                    | 0.8074         | 0.7023          | 0.7238      |
| 0.1733        | 19.19 | 7100  | 0.5758          | 0.7151   | 0.8126        | 0.8840           | 0.9434         | 0.8032              | 0.8686            | 0.5321                         | 0.9184              | 0.8657               | 0.7569           | 0.8735    | 0.6836         | 0.7695       | 0.4483                    | 0.8074         | 0.7009          | 0.7227      |
| 0.0956        | 19.24 | 7120  | 0.5478          | 0.7163   | 0.8184        | 0.8849           | 0.9477         | 0.8340              | 0.8616            | 0.5424                         | 0.9115              | 0.8760               | 0.7557           | 0.8757    | 0.6866         | 0.7741       | 0.4477                    | 0.8107         | 0.6961          | 0.7229      |
| 0.1144        | 19.3  | 7140  | 0.5789          | 0.7141   | 0.8140        | 0.8856           | 0.9517         | 0.8162              | 0.8838            | 0.5168                         | 0.9127              | 0.8732               | 0.7437           | 0.8764    | 0.6866         | 0.7756       | 0.4273                    | 0.8163         | 0.7046          | 0.7121      |
| 0.0828        | 19.35 | 7160  | 0.5795          | 0.7170   | 0.8156        | 0.8876           | 0.9472         | 0.8291              | 0.8759            | 0.5119                         | 0.9226              | 0.8665               | 0.7564           | 0.8813    | 0.6862         | 0.7769       | 0.4294                    | 0.8160         | 0.7058          | 0.7231      |
| 0.0687        | 19.41 | 7180  | 0.5686          | 0.7154   | 0.8117        | 0.8865           | 0.9477         | 0.7988              | 0.8613            | 0.5266                         | 0.9248              | 0.8658               | 0.7568           | 0.8813    | 0.6824         | 0.7724       | 0.4327                    | 0.8126         | 0.7030          | 0.7233      |
| 0.1395        | 19.46 | 7200  | 0.5835          | 0.7151   | 0.8160        | 0.8849           | 0.9492         | 0.8137              | 0.8674            | 0.5327                         | 0.9087              | 0.8845               | 0.7556           | 0.8781    | 0.6850         | 0.7740       | 0.4411                    | 0.8095         | 0.6974          | 0.7206      |
| 0.1072        | 19.51 | 7220  | 0.5384          | 0.7129   | 0.8160        | 0.8842           | 0.9497         | 0.8382              | 0.8495            | 0.5469                         | 0.9164              | 0.8634               | 0.7483           | 0.8757    | 0.6841         | 0.7732       | 0.4277                    | 0.8118         | 0.7020          | 0.7156      |
| 0.0705        | 19.57 | 7240  | 0.5240          | 0.7166   | 0.8148        | 0.8862           | 0.9510         | 0.8087              | 0.8751            | 0.5294                         | 0.9124              | 0.8659               | 0.7612           | 0.8788    | 0.6908         | 0.7709       | 0.4341                    | 0.8119         | 0.7011          | 0.7285      |
| 0.1924        | 19.62 | 7260  | 0.5222          | 0.7182   | 0.8179        | 0.8869           | 0.9494         | 0.8363              | 0.8751            | 0.5218                         | 0.9142              | 0.8682               | 0.7605           | 0.8798    | 0.6900         | 0.7724       | 0.4420                    | 0.8130         | 0.7035          | 0.7267      |
| 0.0711        | 19.68 | 7280  | 0.5092          | 0.7208   | 0.8212        | 0.8879           | 0.9444         | 0.8343              | 0.8651            | 0.5372                         | 0.9173              | 0.8744               | 0.7753           | 0.8823    | 0.6886         | 0.7731       | 0.4464                    | 0.8114         | 0.7062          | 0.7378      |
| 0.1801        | 19.73 | 7300  | 0.4822          | 0.7299   | 0.8289        | 0.8926           | 0.9455         | 0.8012              | 0.8879            | 0.5815                         | 0.9108              | 0.8541               | 0.8213           | 0.8809    | 0.6865         | 0.7735       | 0.4426                    | 0.8163         | 0.7270          | 0.7827      |
| 0.1059        | 19.78 | 7320  | 0.4786          | 0.7355   | 0.8341        | 0.8964           | 0.9465         | 0.8363              | 0.8677            | 0.5692                         | 0.9157              | 0.8635               | 0.8394           | 0.8792    | 0.6817         | 0.7738       | 0.4513                    | 0.8289         | 0.7307          | 0.8030      |
| 1.8411        | 19.84 | 7340  | 0.5175          | 0.7341   | 0.8313        | 0.8952           | 0.9529         | 0.8020              | 0.8914            | 0.5669                         | 0.9008              | 0.8711               | 0.8339           | 0.8795    | 0.6810         | 0.7727       | 0.4574                    | 0.8237         | 0.7244          | 0.7998      |
| 1.7101        | 19.89 | 7360  | 0.5295          | 0.7327   | 0.8368        | 0.8942           | 0.9439         | 0.8316              | 0.8818            | 0.5814                         | 0.9034              | 0.8815               | 0.8340           | 0.8802    | 0.6786         | 0.7720       | 0.4525                    | 0.8207         | 0.7249          | 0.8003      |
| 0.089         | 19.95 | 7380  | 0.4847          | 0.7316   | 0.8318        | 0.8943           | 0.9423         | 0.7977              | 0.8840            | 0.5653                         | 0.9044              | 0.8823               | 0.8468           | 0.8800    | 0.6732         | 0.7581       | 0.4550                    | 0.8217         | 0.7251          | 0.8079      |
| 0.2122        | 20.0  | 7400  | 0.4957          | 0.7262   | 0.8322        | 0.8912           | 0.9466         | 0.7874              | 0.8737            | 0.6017                         | 0.8921              | 0.8826               | 0.8415           | 0.8802    | 0.6705         | 0.7617       | 0.4411                    | 0.8144         | 0.7114          | 0.8046      |
| 0.1163        | 20.05 | 7420  | 0.4751          | 0.7302   | 0.8361        | 0.8931           | 0.9460         | 0.8175              | 0.8749            | 0.5942                         | 0.8950              | 0.8753               | 0.8495           | 0.8800    | 0.6827         | 0.7634       | 0.4388                    | 0.8189         | 0.7180          | 0.8099      |
| 0.1322        | 20.11 | 7440  | 0.4809          | 0.7343   | 0.8363        | 0.8949           | 0.9439         | 0.8231              | 0.8823            | 0.5715                         | 0.9006              | 0.8841               | 0.8487           | 0.8793    | 0.6789         | 0.7647       | 0.4623                    | 0.8228         | 0.7209          | 0.8108      |
| 0.163         | 20.16 | 7460  | 0.4699          | 0.7318   | 0.8255        | 0.8947           | 0.9435         | 0.7919              | 0.8711            | 0.5605                         | 0.9224              | 0.8536               | 0.8358           | 0.8808    | 0.6741         | 0.7648       | 0.4605                    | 0.8241         | 0.7274          | 0.7912      |
| 0.0845        | 20.22 | 7480  | 0.4678          | 0.7330   | 0.8274        | 0.8957           | 0.9472         | 0.8095              | 0.8836            | 0.5501                         | 0.9185              | 0.8492               | 0.8339           | 0.8821    | 0.6801         | 0.7699       | 0.4498                    | 0.8245         | 0.7279          | 0.7967      |
| 0.066         | 20.27 | 7500  | 0.4627          | 0.7390   | 0.8320        | 0.8987           | 0.9465         | 0.7927              | 0.8875            | 0.5570                         | 0.9104              | 0.8529               | 0.8768           | 0.8846    | 0.6828         | 0.7732       | 0.4529                    | 0.8257         | 0.7332          | 0.8208      |
| 0.2855        | 20.32 | 7520  | 0.4541          | 0.7441   | 0.8336        | 0.9017           | 0.9494         | 0.8038              | 0.8756            | 0.5441                         | 0.9161              | 0.8675               | 0.8787           | 0.8845    | 0.6878         | 0.7759       | 0.4540                    | 0.8331         | 0.7373          | 0.8360      |
| 0.1623        | 20.38 | 7540  | 0.4726          | 0.7357   | 0.8248        | 0.8983           | 0.9451         | 0.8020              | 0.8860            | 0.5050                         | 0.9240              | 0.8613               | 0.8501           | 0.8830    | 0.6824         | 0.7736       | 0.4379                    | 0.8286         | 0.7315          | 0.8126      |
| 0.0805        | 20.43 | 7560  | 0.4518          | 0.7355   | 0.8309        | 0.8982           | 0.9473         | 0.8429              | 0.8821            | 0.5069                         | 0.9125              | 0.8675               | 0.8574           | 0.8834    | 0.6829         | 0.7742       | 0.4322                    | 0.8270         | 0.7295          | 0.8195      |
| 0.0892        | 20.49 | 7580  | 0.4647          | 0.7269   | 0.8204        | 0.8926           | 0.9485         | 0.7750              | 0.8801            | 0.5361                         | 0.9138              | 0.8776               | 0.8120           | 0.8845    | 0.6764         | 0.7730       | 0.4364                    | 0.8140         | 0.7282          | 0.7756      |
| 0.0479        | 20.54 | 7600  | 0.4994          | 0.7207   | 0.8179        | 0.8888           | 0.9431         | 0.7955              | 0.8775            | 0.5400                         | 0.9193              | 0.8557               | 0.7943           | 0.8803    | 0.6697         | 0.7697       | 0.4320                    | 0.8091         | 0.7286          | 0.7554      |
| 0.0717        | 20.59 | 7620  | 0.4951          | 0.7279   | 0.8261        | 0.8926           | 0.9488         | 0.8292              | 0.8698            | 0.5462                         | 0.9146              | 0.8661               | 0.8081           | 0.8810    | 0.6859         | 0.7741       | 0.4324                    | 0.8186         | 0.7327          | 0.7705      |
| 0.4134        | 20.65 | 7640  | 0.5497          | 0.7189   | 0.8202        | 0.8875           | 0.9474         | 0.8428              | 0.8764            | 0.5258                         | 0.9155              | 0.8723               | 0.7611           | 0.8812    | 0.6859         | 0.7786       | 0.4465                    | 0.8147         | 0.6999          | 0.7256      |
| 1.3472        | 20.7  | 7660  | 0.5462          | 0.7156   | 0.8162        | 0.8852           | 0.9531         | 0.7985              | 0.8820            | 0.5465                         | 0.9061              | 0.8840               | 0.7435           | 0.8804    | 0.6862         | 0.7779       | 0.4522                    | 0.8126         | 0.6903          | 0.7097      |
| 0.1087        | 20.76 | 7680  | 0.5607          | 0.7188   | 0.8218        | 0.8866           | 0.9443         | 0.8418              | 0.8655            | 0.5463                         | 0.9164              | 0.8772               | 0.7607           | 0.8812    | 0.6848         | 0.7749       | 0.4559                    | 0.8126         | 0.6976          | 0.7243      |
| 0.0687        | 20.81 | 7700  | 0.5686          | 0.7147   | 0.8184        | 0.8846           | 0.9454         | 0.8356              | 0.8812            | 0.5270                         | 0.9111              | 0.8838               | 0.7445           | 0.8796    | 0.6874         | 0.7739       | 0.4499                    | 0.8118         | 0.6902          | 0.7102      |
| 0.1466        | 20.86 | 7720  | 0.5114          | 0.7294   | 0.8251        | 0.8930           | 0.9485         | 0.8343              | 0.8852            | 0.5219                         | 0.9128              | 0.8603               | 0.8128           | 0.8810    | 0.6882         | 0.7740       | 0.4464                    | 0.8180         | 0.7238          | 0.7742      |
| 0.1206        | 20.92 | 7740  | 0.4843          | 0.7334   | 0.8314        | 0.8953           | 0.9473         | 0.8198              | 0.8793            | 0.5627                         | 0.9114              | 0.8636               | 0.8355           | 0.8820    | 0.6848         | 0.7750       | 0.4489                    | 0.8235         | 0.7251          | 0.7947      |
| 0.2114        | 20.97 | 7760  | 0.4590          | 0.7344   | 0.8253        | 0.8974           | 0.9516         | 0.8009              | 0.8882            | 0.5215                         | 0.9138              | 0.8504               | 0.8506           | 0.8810    | 0.6843         | 0.7767       | 0.4363                    | 0.8288         | 0.7240          | 0.8093      |
| 0.1077        | 21.03 | 7780  | 0.4746          | 0.7342   | 0.8265        | 0.8976           | 0.9494         | 0.8226              | 0.8748            | 0.5081                         | 0.9160              | 0.8608               | 0.8537           | 0.8809    | 0.6863         | 0.7763       | 0.4303                    | 0.8306         | 0.7256          | 0.8096      |
| 0.1077        | 21.08 | 7800  | 0.4745          | 0.7311   | 0.8242        | 0.8961           | 0.9476         | 0.8301              | 0.8801            | 0.4826                         | 0.9151              | 0.8762               | 0.8378           | 0.8810    | 0.6883         | 0.7719       | 0.4254                    | 0.8270         | 0.7257          | 0.7984      |
| 0.1559        | 21.14 | 7820  | 0.5023          | 0.7318   | 0.8280        | 0.8947           | 0.9495         | 0.8289              | 0.8806            | 0.5277                         | 0.9099              | 0.8731               | 0.8260           | 0.8812    | 0.6861         | 0.7727       | 0.4480                    | 0.8230         | 0.7207          | 0.7907      |
| 0.1022        | 21.19 | 7840  | 0.4712          | 0.7370   | 0.8337        | 0.8973           | 0.9458         | 0.8162              | 0.8607            | 0.5465                         | 0.9025              | 0.8809               | 0.8833           | 0.8847    | 0.6849         | 0.7667       | 0.4551                    | 0.8237         | 0.7311          | 0.8129      |
| 0.1382        | 21.24 | 7860  | 0.5166          | 0.7272   | 0.8274        | 0.8935           | 0.9405         | 0.7601              | 0.8616            | 0.5688                         | 0.9002              | 0.8737               | 0.8868           | 0.8843    | 0.6504         | 0.7605       | 0.4541                    | 0.8203         | 0.7298          | 0.7908      |
| 0.0495        | 21.3  | 7880  | 0.4990          | 0.7369   | 0.8308        | 0.8973           | 0.9487         | 0.8126              | 0.8728            | 0.5573                         | 0.9147              | 0.8584               | 0.8513           | 0.8814    | 0.6874         | 0.7736       | 0.4531                    | 0.8279         | 0.7242          | 0.8110      |
| 0.1309        | 21.35 | 7900  | 0.4653          | 0.7381   | 0.8351        | 0.8976           | 0.9481         | 0.8190              | 0.8834            | 0.5699                         | 0.9090              | 0.8629               | 0.8532           | 0.8817    | 0.6906         | 0.7731       | 0.4505                    | 0.8276         | 0.7302          | 0.8131      |
| 0.2034        | 21.41 | 7920  | 0.4758          | 0.7366   | 0.8351        | 0.8974           | 0.9500         | 0.8361              | 0.8535            | 0.5739                         | 0.9116              | 0.8660               | 0.8544           | 0.8817    | 0.6902         | 0.7708       | 0.4376                    | 0.8287         | 0.7333          | 0.8137      |
| 0.1587        | 21.46 | 7940  | 0.5065          | 0.7307   | 0.8212        | 0.8946           | 0.9437         | 0.8057              | 0.8684            | 0.4995                         | 0.9178              | 0.8615               | 0.8518           | 0.8720    | 0.6906         | 0.7699       | 0.4165                    | 0.8246         | 0.7335          | 0.8082      |
| 0.0888        | 21.51 | 7960  | 0.4859          | 0.7338   | 0.8299        | 0.8955           | 0.9436         | 0.8250              | 0.8752            | 0.5298                         | 0.9110              | 0.8749               | 0.8498           | 0.8767    | 0.6903         | 0.7732       | 0.4290                    | 0.8233         | 0.7330          | 0.8110      |
| 0.0978        | 21.57 | 7980  | 0.4848          | 0.7359   | 0.8304        | 0.8978           | 0.9515         | 0.8059              | 0.8657            | 0.5750                         | 0.9189              | 0.8503               | 0.8455           | 0.8824    | 0.6873         | 0.7733       | 0.4339                    | 0.8311         | 0.7345          | 0.8089      |
| 0.0727        | 21.62 | 8000  | 0.4940          | 0.7323   | 0.8296        | 0.8940           | 0.9436         | 0.8231              | 0.8738            | 0.5583                         | 0.9166              | 0.8654               | 0.8261           | 0.8786    | 0.6888         | 0.7712       | 0.4435                    | 0.8212         | 0.7337          | 0.7888      |
| 0.1287        | 21.68 | 8020  | 0.4959          | 0.7303   | 0.8277        | 0.8932           | 0.9487         | 0.8190              | 0.8762            | 0.5403                         | 0.9082              | 0.8895               | 0.8121           | 0.8815    | 0.6877         | 0.7773       | 0.4434                    | 0.8181         | 0.7307          | 0.7734      |
| 0.1429        | 21.73 | 8040  | 0.5274          | 0.7235   | 0.8189        | 0.8896           | 0.9513         | 0.8038              | 0.8817            | 0.5183                         | 0.9073              | 0.8827               | 0.7872           | 0.8769    | 0.6856         | 0.7755       | 0.4339                    | 0.8130         | 0.7287          | 0.7506      |
| 0.1819        | 21.78 | 8060  | 0.5184          | 0.7263   | 0.8218        | 0.8910           | 0.9511         | 0.8180              | 0.8602            | 0.5402                         | 0.9152              | 0.8762               | 0.7918           | 0.8794    | 0.6872         | 0.7768       | 0.4386                    | 0.8150         | 0.7319          | 0.7554      |
| 0.0709        | 21.84 | 8080  | 0.5355          | 0.7296   | 0.8309        | 0.8923           | 0.9489         | 0.8168              | 0.8815            | 0.5756                         | 0.9042              | 0.8791               | 0.8099           | 0.8817    | 0.6847         | 0.7772       | 0.4445                    | 0.8156         | 0.7308          | 0.7727      |
| 0.0816        | 21.89 | 8100  | 0.5323          | 0.7296   | 0.8238        | 0.8923           | 0.9496         | 0.8143              | 0.8752            | 0.5390                         | 0.9141              | 0.8707               | 0.8034           | 0.8808    | 0.6859         | 0.7751       | 0.4512                    | 0.8144         | 0.7340          | 0.7659      |
| 0.1847        | 21.95 | 8120  | 0.5215          | 0.7275   | 0.8262        | 0.8911           | 0.9489         | 0.8174              | 0.8788            | 0.5486                         | 0.9071              | 0.8862               | 0.7963           | 0.8817    | 0.6863         | 0.7767       | 0.4441                    | 0.8117         | 0.7327          | 0.7591      |
| 0.1339        | 22.0  | 8140  | 0.5006          | 0.7283   | 0.8253        | 0.8921           | 0.9512         | 0.8137              | 0.8821            | 0.5339                         | 0.9030              | 0.8784               | 0.8145           | 0.8812    | 0.6868         | 0.7751       | 0.4375                    | 0.8135         | 0.7309          | 0.7728      |
| 0.0847        | 22.05 | 8160  | 0.4968          | 0.7298   | 0.8271        | 0.8924           | 0.9460         | 0.8266              | 0.8722            | 0.5422                         | 0.9123              | 0.8792               | 0.8115           | 0.8821    | 0.6888         | 0.7764       | 0.4448                    | 0.8138         | 0.7306          | 0.7720      |
| 0.0571        | 22.11 | 8180  | 0.4889          | 0.7311   | 0.8259        | 0.8939           | 0.9491         | 0.8004              | 0.8833            | 0.5535                         | 0.9120              | 0.8564               | 0.8265           | 0.8802    | 0.6874         | 0.7744       | 0.4399                    | 0.8190         | 0.7283          | 0.7888      |
| 0.1909        | 22.16 | 8200  | 0.4716          | 0.7357   | 0.8323        | 0.8961           | 0.9433         | 0.8261              | 0.8848            | 0.5429                         | 0.9104              | 0.8654               | 0.8531           | 0.8780    | 0.6900         | 0.7768       | 0.4410                    | 0.8239         | 0.7298          | 0.8108      |
| 0.1584        | 22.22 | 8220  | 0.4890          | 0.7345   | 0.8322        | 0.8965           | 0.9470         | 0.8401              | 0.8787            | 0.5238                         | 0.9065              | 0.8783               | 0.8510           | 0.8799    | 0.6863         | 0.7761       | 0.4362                    | 0.8256         | 0.7287          | 0.8089      |
| 0.0863        | 22.27 | 8240  | 0.4794          | 0.7362   | 0.8298        | 0.8971           | 0.9443         | 0.8112              | 0.8771            | 0.5387                         | 0.9171              | 0.8710               | 0.8490           | 0.8813    | 0.6875         | 0.7766       | 0.4446                    | 0.8262         | 0.7294          | 0.8079      |
| 0.1098        | 22.32 | 8260  | 0.4889          | 0.7358   | 0.8326        | 0.8969           | 0.9479         | 0.8067              | 0.8873            | 0.5532                         | 0.9065              | 0.8787               | 0.8480           | 0.8827    | 0.6879         | 0.7747       | 0.4424                    | 0.8263         | 0.7292          | 0.8073      |
| 0.6616        | 22.38 | 8280  | 0.4827          | 0.7333   | 0.8269        | 0.8959           | 0.9451         | 0.8194              | 0.8780            | 0.5096                         | 0.9140              | 0.8795               | 0.8425           | 0.8791    | 0.6864         | 0.7750       | 0.4354                    | 0.8244         | 0.7290          | 0.8041      |
| 0.1257        | 22.43 | 8300  | 0.4592          | 0.7347   | 0.8258        | 0.8973           | 0.9443         | 0.8158              | 0.8731            | 0.5141                         | 0.9235              | 0.8590               | 0.8504           | 0.8826    | 0.6868         | 0.7757       | 0.4375                    | 0.8268         | 0.7287          | 0.8049      |
| 0.1024        | 22.49 | 8320  | 0.4701          | 0.7340   | 0.8343        | 0.8961           | 0.9460         | 0.8369              | 0.8847            | 0.5437                         | 0.9043              | 0.8733               | 0.8511           | 0.8798    | 0.6822         | 0.7749       | 0.4400                    | 0.8263         | 0.7303          | 0.8047      |
| 0.1011        | 22.54 | 8340  | 0.4936          | 0.7335   | 0.8309        | 0.8959           | 0.9481         | 0.8337              | 0.8731            | 0.5376                         | 0.9093              | 0.8683               | 0.8464           | 0.8797    | 0.6857         | 0.7738       | 0.4346                    | 0.8251         | 0.7298          | 0.8059      |
| 0.0516        | 22.59 | 8360  | 0.4869          | 0.7326   | 0.8288        | 0.8961           | 0.9448         | 0.8347              | 0.8800            | 0.5264                         | 0.9161              | 0.8491               | 0.8507           | 0.8789    | 0.6832         | 0.7724       | 0.4310                    | 0.8275         | 0.7308          | 0.8042      |
| 0.1104        | 22.65 | 8380  | 0.4936          | 0.7317   | 0.8298        | 0.8952           | 0.9483         | 0.8160              | 0.8723            | 0.5306                         | 0.9029              | 0.8937               | 0.8448           | 0.8789    | 0.6822         | 0.7650       | 0.4344                    | 0.8252         | 0.7303          | 0.8058      |
| 0.1515        | 22.7  | 8400  | 0.5197          | 0.7314   | 0.8288        | 0.8948           | 0.9487         | 0.8178              | 0.8653            | 0.5395                         | 0.9061              | 0.8781               | 0.8458           | 0.8766    | 0.6829         | 0.7636       | 0.4360                    | 0.8260         | 0.7312          | 0.8038      |
| 0.0403        | 22.76 | 8420  | 0.4937          | 0.7347   | 0.8305        | 0.8969           | 0.9452         | 0.8229              | 0.8638            | 0.5490                         | 0.9198              | 0.8681               | 0.8451           | 0.8807    | 0.6794         | 0.7733       | 0.4430                    | 0.8290         | 0.7304          | 0.8070      |
| 1.5074        | 22.81 | 8440  | 0.5201          | 0.7332   | 0.8294        | 0.8962           | 0.9507         | 0.8137              | 0.8889            | 0.5541                         | 0.9109              | 0.8433               | 0.8445           | 0.8806    | 0.6811         | 0.7740       | 0.4368                    | 0.8266         | 0.7263          | 0.8072      |
| 0.0575        | 22.86 | 8460  | 0.4946          | 0.7356   | 0.8293        | 0.8978           | 0.9470         | 0.8177              | 0.8777            | 0.5362                         | 0.9193              | 0.8592               | 0.8478           | 0.8826    | 0.6831         | 0.7778       | 0.4380                    | 0.8289         | 0.7305          | 0.8080      |
| 0.1483        | 22.92 | 8480  | 0.4933          | 0.7365   | 0.8306        | 0.8981           | 0.9493         | 0.8194              | 0.8779            | 0.5361                         | 0.9146              | 0.8672               | 0.8493           | 0.8827    | 0.6838         | 0.7815       | 0.4397                    | 0.8293         | 0.7306          | 0.8081      |
| 0.2198        | 22.97 | 8500  | 0.4894          | 0.7346   | 0.8313        | 0.8973           | 0.9471         | 0.8354              | 0.8829            | 0.5255                         | 0.9126              | 0.8680               | 0.8479           | 0.8822    | 0.6844         | 0.7811       | 0.4307                    | 0.8278         | 0.7287          | 0.8074      |
| 1.6629        | 23.03 | 8520  | 0.5074          | 0.7312   | 0.8291        | 0.8957           | 0.9494         | 0.8407              | 0.8781            | 0.5232                         | 0.9102              | 0.8602               | 0.8420           | 0.8799    | 0.6816         | 0.7784       | 0.4224                    | 0.8257         | 0.7245          | 0.8059      |
| 0.3469        | 23.08 | 8540  | 0.5050          | 0.7338   | 0.8314        | 0.8964           | 0.9476         | 0.8351              | 0.8707            | 0.5335                         | 0.9105              | 0.8780               | 0.8448           | 0.8807    | 0.6820         | 0.7786       | 0.4365                    | 0.8265         | 0.7256          | 0.8069      |
| 0.1627        | 23.14 | 8560  | 0.5105          | 0.7361   | 0.8327        | 0.8973           | 0.9436         | 0.8144              | 0.8788            | 0.5583                         | 0.9182              | 0.8719               | 0.8435           | 0.8836    | 0.6845         | 0.7798       | 0.4444                    | 0.8275         | 0.7269          | 0.8060      |
| 0.1096        | 23.19 | 8580  | 0.4955          | 0.7355   | 0.8314        | 0.8973           | 0.9506         | 0.8110              | 0.8726            | 0.5601                         | 0.9119              | 0.8669               | 0.8469           | 0.8834    | 0.6862         | 0.7785       | 0.4377                    | 0.8279         | 0.7282          | 0.8066      |
| 0.1026        | 23.24 | 8600  | 0.4955          | 0.7323   | 0.8300        | 0.8956           | 0.9497         | 0.8230              | 0.8783            | 0.5401                         | 0.9076              | 0.8714               | 0.8396           | 0.8816    | 0.6843         | 0.7779       | 0.4314                    | 0.8238         | 0.7269          | 0.8006      |
| 0.1823        | 23.3  | 8620  | 0.5105          | 0.7319   | 0.8229        | 0.8964           | 0.9527         | 0.7888              | 0.8684            | 0.5296                         | 0.9149              | 0.8600               | 0.8461           | 0.8811    | 0.6804         | 0.7747       | 0.4278                    | 0.8266         | 0.7248          | 0.8077      |
| 0.0839        | 23.35 | 8640  | 0.4857          | 0.7369   | 0.8322        | 0.8980           | 0.9513         | 0.8202              | 0.8842            | 0.5373                         | 0.9076              | 0.8783               | 0.8469           | 0.8820    | 0.6850         | 0.7779       | 0.4430                    | 0.8295         | 0.7327          | 0.8081      |
| 1.5986        | 23.41 | 8660  | 0.4855          | 0.7366   | 0.8314        | 0.8975           | 0.9477         | 0.8023              | 0.8785            | 0.5457                         | 0.9107              | 0.8914               | 0.8435           | 0.8843    | 0.6836         | 0.7773       | 0.4484                    | 0.8254         | 0.7304          | 0.8067      |
| 0.3694        | 23.46 | 8680  | 0.4914          | 0.7356   | 0.8303        | 0.8969           | 0.9478         | 0.8157              | 0.8679            | 0.5481                         | 0.9151              | 0.8726               | 0.8448           | 0.8812    | 0.6850         | 0.7763       | 0.4425                    | 0.8267         | 0.7301          | 0.8072      |
| 0.1776        | 23.51 | 8700  | 0.5106          | 0.7317   | 0.8257        | 0.8954           | 0.9507         | 0.8110              | 0.8780            | 0.5400                         | 0.9166              | 0.8563               | 0.8271           | 0.8811    | 0.6848         | 0.7756       | 0.4359                    | 0.8254         | 0.7271          | 0.7919      |
| 0.1083        | 23.57 | 8720  | 0.5244          | 0.7330   | 0.8318        | 0.8963           | 0.9504         | 0.8067              | 0.8760            | 0.5720                         | 0.9094              | 0.8689               | 0.8395           | 0.8833    | 0.6826         | 0.7735       | 0.4324                    | 0.8277         | 0.7296          | 0.8021      |
| 0.1172        | 23.62 | 8740  | 0.5029          | 0.7349   | 0.8349        | 0.8971           | 0.9455         | 0.8120              | 0.8856            | 0.5657                         | 0.9091              | 0.8821               | 0.8445           | 0.8829    | 0.6789         | 0.7751       | 0.4414                    | 0.8296         | 0.7314          | 0.8050      |
| 0.2092        | 23.68 | 8760  | 0.5062          | 0.7345   | 0.8291        | 0.8976           | 0.9482         | 0.8254              | 0.8779            | 0.5158                         | 0.9140              | 0.8749               | 0.8475           | 0.8816    | 0.6852         | 0.7748       | 0.4316                    | 0.8303         | 0.7315          | 0.8066      |
| 0.1303        | 23.73 | 8780  | 0.4917          | 0.7335   | 0.8269        | 0.8972           | 0.9493         | 0.8173              | 0.8772            | 0.5136                         | 0.9143              | 0.8688               | 0.8482           | 0.8813    | 0.6854         | 0.7736       | 0.4270                    | 0.8292         | 0.7312          | 0.8071      |
| 0.0973        | 23.78 | 8800  | 0.4735          | 0.7328   | 0.8246        | 0.8971           | 0.9486         | 0.7994              | 0.8713            | 0.5178                         | 0.9174              | 0.8675               | 0.8503           | 0.8823    | 0.6831         | 0.7696       | 0.4276                    | 0.8286         | 0.7307          | 0.8078      |
| 0.0345        | 23.84 | 8820  | 0.4864          | 0.7340   | 0.8307        | 0.8968           | 0.9461         | 0.8355              | 0.8764            | 0.5321                         | 0.9152              | 0.8630               | 0.8469           | 0.8813    | 0.6850         | 0.7722       | 0.4350                    | 0.8281         | 0.7284          | 0.8077      |
| 0.0633        | 23.89 | 8840  | 0.4794          | 0.7348   | 0.8293        | 0.8973           | 0.9488         | 0.8196              | 0.8739            | 0.5386                         | 0.9163              | 0.8619               | 0.8460           | 0.8820    | 0.6875         | 0.7748       | 0.4346                    | 0.8291         | 0.7282          | 0.8073      |
| 0.1221        | 23.95 | 8860  | 0.4854          | 0.7341   | 0.8276        | 0.8977           | 0.9455         | 0.8285              | 0.8740            | 0.4943                         | 0.9175              | 0.8860               | 0.8473           | 0.8828    | 0.6871         | 0.7735       | 0.4274                    | 0.8292         | 0.7313          | 0.8076      |
| 0.1367        | 24.0  | 8880  | 0.4951          | 0.7319   | 0.8221        | 0.8973           | 0.9494         | 0.8125              | 0.8741            | 0.4871                         | 0.9196              | 0.8641               | 0.8477           | 0.8805    | 0.6860         | 0.7715       | 0.4154                    | 0.8301         | 0.7340          | 0.8062      |
| 0.7502        | 24.05 | 8900  | 0.4909          | 0.7298   | 0.8320        | 0.8932           | 0.9460         | 0.8350              | 0.8674            | 0.5635                         | 0.9059              | 0.8742               | 0.8320           | 0.8790    | 0.6863         | 0.7723       | 0.4320                    | 0.8199         | 0.7291          | 0.7903      |
| 0.1402        | 24.11 | 8920  | 0.5295          | 0.7170   | 0.8211        | 0.8855           | 0.9478         | 0.8153              | 0.8786            | 0.5625                         | 0.9056              | 0.8744               | 0.7637           | 0.8800    | 0.6860         | 0.7711       | 0.4365                    | 0.8068         | 0.7109          | 0.7279      |
| 0.038         | 24.16 | 8940  | 0.5261          | 0.7264   | 0.8230        | 0.8903           | 0.9474         | 0.8263              | 0.8773            | 0.5298                         | 0.9129              | 0.8793               | 0.7880           | 0.8805    | 0.6871         | 0.7726       | 0.4501                    | 0.8106         | 0.7320          | 0.7522      |
| 0.0857        | 24.22 | 8960  | 0.4790          | 0.7347   | 0.8318        | 0.8958           | 0.9465         | 0.8269              | 0.8683            | 0.5592                         | 0.9147              | 0.8729               | 0.8343           | 0.8811    | 0.6869         | 0.7735       | 0.4499                    | 0.8252         | 0.7321          | 0.7940      |
| 0.1291        | 24.27 | 8980  | 0.4926          | 0.7368   | 0.8317        | 0.8976           | 0.9499         | 0.8217              | 0.8780            | 0.5478                         | 0.9128              | 0.8668               | 0.8449           | 0.8820    | 0.6877         | 0.7725       | 0.4458                    | 0.8285         | 0.7337          | 0.8073      |
| 0.5901        | 24.32 | 9000  | 0.4822          | 0.7359   | 0.8317        | 0.8971           | 0.9479         | 0.8328              | 0.8767            | 0.5522                         | 0.9177              | 0.8523               | 0.8421           | 0.8824    | 0.6872         | 0.7758       | 0.4428                    | 0.8272         | 0.7337          | 0.8025      |
| 0.0284        | 24.38 | 9020  | 0.4928          | 0.7332   | 0.8271        | 0.8960           | 0.9467         | 0.8120              | 0.8768            | 0.5385                         | 0.9202              | 0.8661               | 0.8294           | 0.8826    | 0.6865         | 0.7743       | 0.4377                    | 0.8248         | 0.7344          | 0.7923      |
| 0.122         | 24.43 | 9040  | 0.5095          | 0.7350   | 0.8300        | 0.8972           | 0.9482         | 0.8393              | 0.8769            | 0.5131                         | 0.9118              | 0.8714               | 0.8491           | 0.8791    | 0.6875         | 0.7734       | 0.4324                    | 0.8282         | 0.7349          | 0.8097      |
| 0.1368        | 24.49 | 9060  | 0.4887          | 0.7373   | 0.8310        | 0.8979           | 0.9509         | 0.8169              | 0.8671            | 0.5441                         | 0.9120              | 0.8758               | 0.8502           | 0.8806    | 0.6863         | 0.7738       | 0.4473                    | 0.8297         | 0.7335          | 0.8101      |
| 0.1202        | 24.54 | 9080  | 0.4913          | 0.7367   | 0.8323        | 0.8976           | 0.9497         | 0.8238              | 0.8740            | 0.5362                         | 0.9076              | 0.8838               | 0.8511           | 0.8816    | 0.6876         | 0.7730       | 0.4440                    | 0.8280         | 0.7331          | 0.8097      |
| 0.0629        | 24.59 | 9100  | 0.4795          | 0.7346   | 0.8270        | 0.8968           | 0.9497         | 0.8101              | 0.8770            | 0.5290                         | 0.9164              | 0.8715               | 0.8351           | 0.8835    | 0.6851         | 0.7746       | 0.4420                    | 0.8248         | 0.7346          | 0.7978      |
| 0.1315        | 24.65 | 9120  | 0.4952          | 0.7325   | 0.8224        | 0.8966           | 0.9506         | 0.8099              | 0.8813            | 0.4923                         | 0.9164              | 0.8667               | 0.8395           | 0.8824    | 0.6846         | 0.7745       | 0.4277                    | 0.8242         | 0.7342          | 0.7997      |
| 0.2129        | 24.7  | 9140  | 0.4968          | 0.7344   | 0.8271        | 0.8974           | 0.9510         | 0.8294              | 0.8779            | 0.5091                         | 0.9141              | 0.8605               | 0.8475           | 0.8810    | 0.6840         | 0.7730       | 0.4351                    | 0.8280         | 0.7314          | 0.8082      |
| 0.168         | 24.76 | 9160  | 0.5137          | 0.7335   | 0.8262        | 0.8968           | 0.9461         | 0.8301              | 0.8856            | 0.5063                         | 0.9198              | 0.8505               | 0.8447           | 0.8820    | 0.6847         | 0.7697       | 0.4364                    | 0.8256         | 0.7288          | 0.8075      |
| 0.0502        | 24.81 | 9180  | 0.5090          | 0.7350   | 0.8312        | 0.8970           | 0.9469         | 0.8356              | 0.8721            | 0.5278                         | 0.9132              | 0.8773               | 0.8452           | 0.8811    | 0.6841         | 0.7701       | 0.4437                    | 0.8279         | 0.7315          | 0.8068      |
| 0.1378        | 24.86 | 9200  | 0.5121          | 0.7337   | 0.8257        | 0.8957           | 0.9476         | 0.8067              | 0.8751            | 0.5338                         | 0.9187              | 0.8660               | 0.8318           | 0.8803    | 0.6835         | 0.7748       | 0.4488                    | 0.8244         | 0.7315          | 0.7927      |
| 0.0819        | 24.92 | 9220  | 0.5272          | 0.7319   | 0.8235        | 0.8944           | 0.9514         | 0.7968              | 0.8776            | 0.5372                         | 0.9139              | 0.8639               | 0.8234           | 0.8793    | 0.6825         | 0.7770       | 0.4485                    | 0.8209         | 0.7290          | 0.7861      |
| 0.1277        | 24.97 | 9240  | 0.5132          | 0.7352   | 0.8280        | 0.8964           | 0.9473         | 0.8034              | 0.8822            | 0.5324                         | 0.9123              | 0.8748               | 0.8435           | 0.8793    | 0.6836         | 0.7767       | 0.4514                    | 0.8267         | 0.7296          | 0.7991      |
| 0.087         | 25.03 | 9260  | 0.5033          | 0.7351   | 0.8330        | 0.8962           | 0.9439         | 0.8327              | 0.8671            | 0.5619                         | 0.9165              | 0.8616               | 0.8473           | 0.8787    | 0.6847         | 0.7770       | 0.4503                    | 0.8294         | 0.7284          | 0.7975      |
| 0.0817        | 25.08 | 9280  | 0.5268          | 0.7354   | 0.8276        | 0.8965           | 0.9438         | 0.8128              | 0.8767            | 0.5291                         | 0.9204              | 0.8709               | 0.8398           | 0.8803    | 0.6882         | 0.7790       | 0.4510                    | 0.8271         | 0.7277          | 0.7946      |
| 0.0905        | 25.14 | 9300  | 0.5198          | 0.7356   | 0.8287        | 0.8963           | 0.9433         | 0.8233              | 0.8811            | 0.5311                         | 0.9191              | 0.8581               | 0.8446           | 0.8787    | 0.6891         | 0.7795       | 0.4521                    | 0.8269         | 0.7267          | 0.7961      |
| 0.1844        | 25.19 | 9320  | 0.5282          | 0.7317   | 0.8267        | 0.8937           | 0.9456         | 0.8367              | 0.8760            | 0.5267                         | 0.9169              | 0.8679               | 0.8172           | 0.8791    | 0.6878         | 0.7793       | 0.4516                    | 0.8199         | 0.7301          | 0.7742      |
| 0.159         | 25.24 | 9340  | 0.5340          | 0.7282   | 0.8215        | 0.8916           | 0.9480         | 0.8135              | 0.8779            | 0.5142                         | 0.9118              | 0.8787               | 0.8061           | 0.8781    | 0.6852         | 0.7796       | 0.4499                    | 0.8154         | 0.7303          | 0.7589      |
| 0.1232        | 25.3  | 9360  | 0.5288          | 0.7300   | 0.8225        | 0.8928           | 0.9471         | 0.8042              | 0.8742            | 0.5269                         | 0.9153              | 0.8757               | 0.8143           | 0.8789    | 0.6842         | 0.7784       | 0.4525                    | 0.8183         | 0.7307          | 0.7671      |
| 0.134         | 25.35 | 9380  | 0.5272          | 0.7337   | 0.8308        | 0.8954           | 0.9429         | 0.7984              | 0.8807            | 0.5682                         | 0.9131              | 0.8641               | 0.8481           | 0.8780    | 0.6811         | 0.7769       | 0.4453                    | 0.8269         | 0.7283          | 0.7992      |
| 0.1115        | 25.41 | 9400  | 0.5284          | 0.7337   | 0.8310        | 0.8958           | 0.9434         | 0.8257              | 0.8750            | 0.5312                         | 0.9109              | 0.8840               | 0.8469           | 0.8798    | 0.6814         | 0.7714       | 0.4502                    | 0.8275         | 0.7278          | 0.7974      |
| 0.1082        | 25.46 | 9420  | 0.5300          | 0.7355   | 0.8303        | 0.8968           | 0.9486         | 0.8197              | 0.8826            | 0.5354                         | 0.9105              | 0.8704               | 0.8451           | 0.8800    | 0.6830         | 0.7702       | 0.4484                    | 0.8271         | 0.7333          | 0.8064      |
| 0.1735        | 25.51 | 9440  | 0.5159          | 0.7269   | 0.8239        | 0.8919           | 0.9422         | 0.7854              | 0.8821            | 0.5519                         | 0.9150              | 0.8762               | 0.8148           | 0.8806    | 0.6676         | 0.7643       | 0.4498                    | 0.8155         | 0.7345          | 0.7758      |
| 0.1475        | 25.57 | 9460  | 0.5141          | 0.7288   | 0.8240        | 0.8940           | 0.9425         | 0.7976              | 0.8767            | 0.5369                         | 0.9214              | 0.8673               | 0.8258           | 0.8811    | 0.6659         | 0.7633       | 0.4448                    | 0.8214         | 0.7357          | 0.7892      |
| 0.2059        | 25.62 | 9480  | 0.4976          | 0.7280   | 0.8187        | 0.8951           | 0.9471         | 0.7547              | 0.8860            | 0.5232                         | 0.9192              | 0.8627               | 0.8376           | 0.8813    | 0.6513         | 0.7632       | 0.4429                    | 0.8244         | 0.7344          | 0.7987      |
| 0.0858        | 25.68 | 9500  | 0.5191          | 0.7331   | 0.8287        | 0.8965           | 0.9468         | 0.8149              | 0.8746            | 0.5336                         | 0.9144              | 0.8707               | 0.8457           | 0.8809    | 0.6759         | 0.7698       | 0.4395                    | 0.8272         | 0.7309          | 0.8076      |
| 0.1239        | 25.73 | 9520  | 0.5073          | 0.7358   | 0.8287        | 0.8978           | 0.9476         | 0.8182              | 0.8683            | 0.5369                         | 0.9213              | 0.8617               | 0.8467           | 0.8812    | 0.6814         | 0.7744       | 0.4447                    | 0.8308         | 0.7315          | 0.8068      |
| 0.0731        | 25.78 | 9540  | 0.5301          | 0.7362   | 0.8323        | 0.8972           | 0.9520         | 0.8311              | 0.8612            | 0.5475                         | 0.9093              | 0.8804               | 0.8445           | 0.8796    | 0.6829         | 0.7744       | 0.4499                    | 0.8296         | 0.7303          | 0.8064      |
| 0.1221        | 25.84 | 9560  | 0.5168          | 0.7358   | 0.8271        | 0.8976           | 0.9454         | 0.8153              | 0.8718            | 0.5303                         | 0.9263              | 0.8611               | 0.8397           | 0.8825    | 0.6843         | 0.7747       | 0.4438                    | 0.8287         | 0.7332          | 0.8031      |
| 0.2079        | 25.89 | 9580  | 0.5148          | 0.7365   | 0.8298        | 0.8978           | 0.9511         | 0.8079              | 0.8728            | 0.5490                         | 0.9148              | 0.8696               | 0.8437           | 0.8813    | 0.6823         | 0.7759       | 0.4464                    | 0.8303         | 0.7331          | 0.8059      |
| 0.1294        | 25.95 | 9600  | 0.5026          | 0.7351   | 0.8264        | 0.8978           | 0.9497         | 0.8114              | 0.8611            | 0.5264                         | 0.9206              | 0.8689               | 0.8466           | 0.8814    | 0.6857         | 0.7719       | 0.4366                    | 0.8311         | 0.7312          | 0.8075      |
| 0.1027        | 26.0  | 9620  | 0.5231          | 0.7341   | 0.8257        | 0.8976           | 0.9492         | 0.7996              | 0.8804            | 0.5122                         | 0.9146              | 0.8743               | 0.8493           | 0.8812    | 0.6800         | 0.7725       | 0.4334                    | 0.8300         | 0.7339          | 0.8074      |
| 0.0546        | 26.05 | 9640  | 0.5029          | 0.7376   | 0.8316        | 0.8984           | 0.9471         | 0.8256              | 0.8740            | 0.5308                         | 0.9159              | 0.8789               | 0.8492           | 0.8811    | 0.6865         | 0.7731       | 0.4460                    | 0.8318         | 0.7365          | 0.8080      |
| 0.0587        | 26.11 | 9660  | 0.5070          | 0.7373   | 0.8302        | 0.8988           | 0.9468         | 0.8372              | 0.8647            | 0.5219                         | 0.9237              | 0.8715               | 0.8453           | 0.8818    | 0.6877         | 0.7727       | 0.4414                    | 0.8334         | 0.7372          | 0.8072      |
| 0.1074        | 26.16 | 9680  | 0.5161          | 0.7367   | 0.8284        | 0.8985           | 0.9501         | 0.8170              | 0.8809            | 0.5162                         | 0.9160              | 0.8729               | 0.8460           | 0.8818    | 0.6870         | 0.7750       | 0.4401                    | 0.8320         | 0.7341          | 0.8071      |
| 0.1067        | 26.22 | 9700  | 0.5173          | 0.7376   | 0.8322        | 0.8984           | 0.9481         | 0.8180              | 0.8779            | 0.5397                         | 0.9136              | 0.8810               | 0.8473           | 0.8821    | 0.6848         | 0.7745       | 0.4487                    | 0.8319         | 0.7339          | 0.8071      |
| 0.1986        | 26.27 | 9720  | 0.5081          | 0.7350   | 0.8281        | 0.8976           | 0.9482         | 0.8121              | 0.8605            | 0.5314                         | 0.9178              | 0.8766               | 0.8499           | 0.8815    | 0.6832         | 0.7678       | 0.4463                    | 0.8327         | 0.7329          | 0.8009      |
| 0.1617        | 26.32 | 9740  | 0.5211          | 0.7385   | 0.8321        | 0.8988           | 0.9521         | 0.8121              | 0.8831            | 0.5440                         | 0.9110              | 0.8767               | 0.8458           | 0.8827    | 0.6871         | 0.7760       | 0.4498                    | 0.8324         | 0.7343          | 0.8072      |
| 0.0795        | 26.38 | 9760  | 0.5301          | 0.7383   | 0.8341        | 0.8987           | 0.9469         | 0.8397              | 0.8710            | 0.5431                         | 0.9190              | 0.8748               | 0.8438           | 0.8834    | 0.6844         | 0.7765       | 0.4521                    | 0.8324         | 0.7333          | 0.8060      |
| 0.1803        | 26.43 | 9780  | 0.5257          | 0.7361   | 0.8295        | 0.8975           | 0.9495         | 0.8117              | 0.8800            | 0.5346                         | 0.9147              | 0.8800               | 0.8361           | 0.8829    | 0.6848         | 0.7753       | 0.4501                    | 0.8293         | 0.7337          | 0.7966      |
| 0.0867        | 26.49 | 9800  | 0.5289          | 0.7328   | 0.8277        | 0.8952           | 0.9472         | 0.8110              | 0.8788            | 0.5548                         | 0.9198              | 0.8596               | 0.8224           | 0.8819    | 0.6828         | 0.7728       | 0.4491                    | 0.8248         | 0.7345          | 0.7838      |
| 0.1211        | 26.54 | 9820  | 0.5161          | 0.7339   | 0.8285        | 0.8959           | 0.9488         | 0.8200              | 0.8818            | 0.5393                         | 0.9150              | 0.8626               | 0.8317           | 0.8805    | 0.6848         | 0.7715       | 0.4479                    | 0.8264         | 0.7329          | 0.7934      |
| 0.1379        | 26.59 | 9840  | 0.5011          | 0.7326   | 0.8262        | 0.8952           | 0.9479         | 0.8231              | 0.8711            | 0.5379                         | 0.9216              | 0.8606               | 0.8210           | 0.8812    | 0.6865         | 0.7724       | 0.4467                    | 0.8245         | 0.7352          | 0.7818      |
| 0.1061        | 26.65 | 9860  | 0.5189          | 0.7372   | 0.8294        | 0.8982           | 0.9471         | 0.8104              | 0.8816            | 0.5375                         | 0.9204              | 0.8652               | 0.8436           | 0.8816    | 0.6863         | 0.7703       | 0.4495                    | 0.8323         | 0.7355          | 0.8048      |
| 0.139         | 26.7  | 9880  | 0.4868          | 0.7371   | 0.8308        | 0.8982           | 0.9514         | 0.8217              | 0.8705            | 0.5445                         | 0.9155              | 0.8650               | 0.8466           | 0.8808    | 0.6873         | 0.7666       | 0.4478                    | 0.8342         | 0.7388          | 0.8041      |
| 0.1702        | 26.76 | 9900  | 0.5116          | 0.7351   | 0.8251        | 0.8973           | 0.9502         | 0.7995              | 0.8598            | 0.5465                         | 0.9247              | 0.8526               | 0.8424           | 0.8799    | 0.6828         | 0.7610       | 0.4553                    | 0.8347         | 0.7375          | 0.7943      |
| 0.1081        | 26.81 | 9920  | 0.5044          | 0.7349   | 0.8282        | 0.8969           | 0.9419         | 0.7919              | 0.8615            | 0.5540                         | 0.9228              | 0.8725               | 0.8531           | 0.8808    | 0.6802         | 0.7617       | 0.4570                    | 0.8337         | 0.7391          | 0.7916      |
| 0.1345        | 26.86 | 9940  | 0.4901          | 0.7391   | 0.8286        | 0.8994           | 0.9501         | 0.8222              | 0.8787            | 0.5168                         | 0.9210              | 0.8635               | 0.8475           | 0.8815    | 0.6888         | 0.7741       | 0.4503                    | 0.8340         | 0.7379          | 0.8070      |
| 0.114         | 26.92 | 9960  | 0.4875          | 0.7385   | 0.8271        | 0.8992           | 0.9513         | 0.7924              | 0.8798            | 0.5379                         | 0.9220              | 0.8652               | 0.8414           | 0.8826    | 0.6847         | 0.7763       | 0.4510                    | 0.8333         | 0.7376          | 0.8044      |
| 0.1922        | 26.97 | 9980  | 0.4993          | 0.7388   | 0.8329        | 0.8991           | 0.9487         | 0.8103              | 0.8764            | 0.5558                         | 0.9176              | 0.8760               | 0.8456           | 0.8837    | 0.6851         | 0.7752       | 0.4488                    | 0.8334         | 0.7387          | 0.8068      |
| 0.1303        | 27.03 | 10000 | 0.5065          | 0.7384   | 0.8337        | 0.8989           | 0.9510         | 0.8211              | 0.8756            | 0.5511                         | 0.9129              | 0.8800               | 0.8443           | 0.8826    | 0.6868         | 0.7757       | 0.4441                    | 0.8333         | 0.7395          | 0.8065      |
| 0.0619        | 27.08 | 10020 | 0.5091          | 0.7391   | 0.8296        | 0.8999           | 0.9461         | 0.8242              | 0.8800            | 0.5231                         | 0.9290              | 0.8626               | 0.8424           | 0.8833    | 0.6889         | 0.7785       | 0.4408                    | 0.8354         | 0.7414          | 0.8058      |
| 0.0805        | 27.14 | 10040 | 0.5210          | 0.7397   | 0.8326        | 0.8997           | 0.9500         | 0.8180              | 0.8742            | 0.5458                         | 0.9189              | 0.8760               | 0.8453           | 0.8835    | 0.6883         | 0.7763       | 0.4459                    | 0.8348         | 0.7412          | 0.8076      |
| 0.2213        | 27.19 | 10060 | 0.5177          | 0.7379   | 0.8293        | 0.8988           | 0.9537         | 0.8017              | 0.8765            | 0.5352                         | 0.9113              | 0.8780               | 0.8485           | 0.8819    | 0.6866         | 0.7755       | 0.4449                    | 0.8322         | 0.7365          | 0.8075      |
| 0.1811        | 27.24 | 10080 | 0.5258          | 0.7398   | 0.8333        | 0.8990           | 0.9490         | 0.8217              | 0.8714            | 0.5409                         | 0.9137              | 0.8881               | 0.8484           | 0.8839    | 0.6890         | 0.7756       | 0.4572                    | 0.8306         | 0.7338          | 0.8081      |
| 0.6655        | 27.3  | 10100 | 0.5268          | 0.7389   | 0.8316        | 0.8987           | 0.9495         | 0.8248              | 0.8726            | 0.5327                         | 0.9156              | 0.8809               | 0.8452           | 0.8842    | 0.6880         | 0.7746       | 0.4548                    | 0.8293         | 0.7341          | 0.8071      |
| 0.1579        | 27.35 | 10120 | 0.5147          | 0.7381   | 0.8296        | 0.8987           | 0.9483         | 0.8243              | 0.8675            | 0.5196                         | 0.9187              | 0.8809               | 0.8480           | 0.8840    | 0.6876         | 0.7736       | 0.4492                    | 0.8295         | 0.7355          | 0.8071      |
| 0.5273        | 27.41 | 10140 | 0.5186          | 0.7369   | 0.8294        | 0.8977           | 0.9473         | 0.8009              | 0.8701            | 0.5472                         | 0.9178              | 0.8754               | 0.8471           | 0.8834    | 0.6814         | 0.7726       | 0.4553                    | 0.8276         | 0.7322          | 0.8060      |
| 0.1196        | 27.46 | 10160 | 0.5318          | 0.7356   | 0.8309        | 0.8970           | 0.9497         | 0.7965              | 0.8818            | 0.5611                         | 0.9106              | 0.8761               | 0.8403           | 0.8821    | 0.6788         | 0.7703       | 0.4550                    | 0.8280         | 0.7308          | 0.8045      |
| 0.108         | 27.51 | 10180 | 0.5292          | 0.7354   | 0.8273        | 0.8971           | 0.9462         | 0.7953              | 0.8793            | 0.5411                         | 0.9200              | 0.8675               | 0.8417           | 0.8826    | 0.6789         | 0.7699       | 0.4533                    | 0.8272         | 0.7306          | 0.8050      |
| 0.1212        | 27.57 | 10200 | 0.5117          | 0.7372   | 0.8316        | 0.8975           | 0.9457         | 0.8175              | 0.8854            | 0.5309                         | 0.9114              | 0.8811               | 0.8494           | 0.8808    | 0.6855         | 0.7677       | 0.4564                    | 0.8293         | 0.7334          | 0.8072      |
| 0.0762        | 27.62 | 10220 | 0.5245          | 0.7373   | 0.8284        | 0.8980           | 0.9487         | 0.8041              | 0.8775            | 0.5279                         | 0.9154              | 0.8784               | 0.8470           | 0.8815    | 0.6849         | 0.7697       | 0.4555                    | 0.8304         | 0.7328          | 0.8065      |
| 0.1431        | 27.68 | 10240 | 0.5074          | 0.7373   | 0.8373        | 0.8972           | 0.9448         | 0.8280              | 0.8723            | 0.5691                         | 0.9080              | 0.8889               | 0.8503           | 0.8807    | 0.6861         | 0.7689       | 0.4562                    | 0.8304         | 0.7309          | 0.8080      |
| 0.0977        | 27.73 | 10260 | 0.4905          | 0.7374   | 0.8312        | 0.8980           | 0.9463         | 0.8013              | 0.8798            | 0.5569                         | 0.9174              | 0.8681               | 0.8490           | 0.8806    | 0.6843         | 0.7701       | 0.4504                    | 0.8324         | 0.7355          | 0.8085      |
| 0.0907        | 27.78 | 10280 | 0.5180          | 0.7376   | 0.8284        | 0.8987           | 0.9501         | 0.8142              | 0.8802            | 0.5167                         | 0.9164              | 0.8756               | 0.8457           | 0.8813    | 0.6881         | 0.7719       | 0.4447                    | 0.8324         | 0.7380          | 0.8068      |
| 0.0557        | 27.84 | 10300 | 0.5174          | 0.7372   | 0.8309        | 0.8982           | 0.9471         | 0.8304              | 0.8776            | 0.5271                         | 0.9178              | 0.8689               | 0.8470           | 0.8810    | 0.6863         | 0.7715       | 0.4454                    | 0.8315         | 0.7377          | 0.8069      |
| 0.0937        | 27.89 | 10320 | 0.5085          | 0.7360   | 0.8260        | 0.8973           | 0.9505         | 0.8049              | 0.8751            | 0.5249                         | 0.9183              | 0.8739               | 0.8343           | 0.8817    | 0.6877         | 0.7741       | 0.4474                    | 0.8278         | 0.7395          | 0.7936      |
| 0.228         | 27.95 | 10340 | 0.5105          | 0.7377   | 0.8325        | 0.8980           | 0.9485         | 0.8262              | 0.8819            | 0.5283                         | 0.9106              | 0.8910               | 0.8410           | 0.8828    | 0.6890         | 0.7758       | 0.4509                    | 0.8292         | 0.7344          | 0.8016      |
| 0.0727        | 28.0  | 10360 | 0.5217          | 0.7350   | 0.8302        | 0.8961           | 0.9454         | 0.8205              | 0.8783            | 0.5401                         | 0.9158              | 0.8810               | 0.8304           | 0.8824    | 0.6883         | 0.7751       | 0.4506                    | 0.8248         | 0.7360          | 0.7879      |
| 0.1394        | 28.05 | 10380 | 0.5540          | 0.7310   | 0.8262        | 0.8939           | 0.9478         | 0.8225              | 0.8790            | 0.5230                         | 0.9133              | 0.8870               | 0.8109           | 0.8819    | 0.6884         | 0.7749       | 0.4443                    | 0.8197         | 0.7351          | 0.7725      |
| 0.1959        | 28.11 | 10400 | 0.5680          | 0.7282   | 0.8241        | 0.8919           | 0.9460         | 0.8195              | 0.8781            | 0.5323                         | 0.9171              | 0.8811               | 0.7947           | 0.8815    | 0.6856         | 0.7757       | 0.4482                    | 0.8162         | 0.7345          | 0.7559      |
| 0.0682        | 28.16 | 10420 | 0.5632          | 0.7286   | 0.8259        | 0.8918           | 0.9475         | 0.8259              | 0.8832            | 0.5388                         | 0.9135              | 0.8815               | 0.7907           | 0.8826    | 0.6877         | 0.7753       | 0.4524                    | 0.8150         | 0.7329          | 0.7542      |
| 0.1156        | 28.22 | 10440 | 0.5140          | 0.7347   | 0.8316        | 0.8957           | 0.9471         | 0.8257              | 0.8749            | 0.5484                         | 0.9126              | 0.8868               | 0.8258           | 0.8833    | 0.6877         | 0.7757       | 0.4534                    | 0.8238         | 0.7318          | 0.7870      |
| 0.1874        | 28.27 | 10460 | 0.5246          | 0.7352   | 0.8281        | 0.8968           | 0.9506         | 0.8033              | 0.8802            | 0.5364                         | 0.9131              | 0.8808               | 0.8322           | 0.8828    | 0.6850         | 0.7739       | 0.4491                    | 0.8264         | 0.7351          | 0.7943      |
| 0.1189        | 28.32 | 10480 | 0.5064          | 0.7375   | 0.8320        | 0.8976           | 0.9552         | 0.8172              | 0.8735            | 0.5404                         | 0.9022              | 0.8901               | 0.8454           | 0.8809    | 0.6879         | 0.7758       | 0.4522                    | 0.8283         | 0.7306          | 0.8069      |
| 0.0943        | 28.38 | 10500 | 0.4890          | 0.7394   | 0.8322        | 0.8989           | 0.9503         | 0.8122              | 0.8806            | 0.5486                         | 0.9140              | 0.8699               | 0.8497           | 0.8833    | 0.6874         | 0.7768       | 0.4554                    | 0.8308         | 0.7340          | 0.8078      |
| 0.0755        | 28.43 | 10520 | 0.5101          | 0.7389   | 0.8329        | 0.8984           | 0.9478         | 0.8138              | 0.8846            | 0.5489                         | 0.9140              | 0.8745               | 0.8466           | 0.8833    | 0.6869         | 0.7765       | 0.4561                    | 0.8297         | 0.7348          | 0.8050      |
| 0.0791        | 28.49 | 10540 | 0.5065          | 0.7374   | 0.8293        | 0.8976           | 0.9479         | 0.8110              | 0.8706            | 0.5481                         | 0.9208              | 0.8684               | 0.8386           | 0.8828    | 0.6881         | 0.7749       | 0.4556                    | 0.8284         | 0.7349          | 0.7970      |
| 0.1102        | 28.54 | 10560 | 0.5250          | 0.7382   | 0.8308        | 0.8984           | 0.9456         | 0.8251              | 0.8808            | 0.5276                         | 0.9201              | 0.8731               | 0.8432           | 0.8823    | 0.6884         | 0.7736       | 0.4523                    | 0.8301         | 0.7352          | 0.8058      |
| 0.0966        | 28.59 | 10580 | 0.5121          | 0.7383   | 0.8300        | 0.8988           | 0.9495         | 0.8170              | 0.8716            | 0.5289                         | 0.9173              | 0.8790               | 0.8467           | 0.8828    | 0.6866         | 0.7739       | 0.4510                    | 0.8313         | 0.7361          | 0.8067      |
| 0.0983        | 28.65 | 10600 | 0.5138          | 0.7373   | 0.8314        | 0.8979           | 0.9517         | 0.8232              | 0.8747            | 0.5292                         | 0.9075              | 0.8836               | 0.8498           | 0.8825    | 0.6879         | 0.7754       | 0.4499                    | 0.8285         | 0.7291          | 0.8079      |
| 0.1172        | 28.7  | 10620 | 0.5070          | 0.7353   | 0.8305        | 0.8965           | 0.9486         | 0.8033              | 0.8627            | 0.5559                         | 0.9095              | 0.8822               | 0.8511           | 0.8816    | 0.6849         | 0.7678       | 0.4554                    | 0.8281         | 0.7283          | 0.8007      |
| 0.0848        | 28.76 | 10640 | 0.5343          | 0.7349   | 0.8277        | 0.8966           | 0.9473         | 0.8163              | 0.8639            | 0.5377                         | 0.9189              | 0.8646               | 0.8449           | 0.8804    | 0.6878         | 0.7648       | 0.4513                    | 0.8291         | 0.7315          | 0.7992      |
| 0.0883        | 28.81 | 10660 | 0.5272          | 0.7328   | 0.8273        | 0.8958           | 0.9458         | 0.8120              | 0.8575            | 0.5372                         | 0.9160              | 0.8721               | 0.8501           | 0.8804    | 0.6831         | 0.7607       | 0.4502                    | 0.8295         | 0.7346          | 0.7910      |
| 0.0658        | 28.86 | 10680 | 0.4960          | 0.7376   | 0.8344        | 0.8975           | 0.9476         | 0.8178              | 0.8731            | 0.5653                         | 0.9108              | 0.8765               | 0.8496           | 0.8823    | 0.6899         | 0.7722       | 0.4532                    | 0.8293         | 0.7336          | 0.8029      |
| 0.1813        | 28.92 | 10700 | 0.4870          | 0.7373   | 0.8351        | 0.8972           | 0.9463         | 0.8145              | 0.8781            | 0.5677                         | 0.9079              | 0.8770               | 0.8539           | 0.8821    | 0.6908         | 0.7763       | 0.4499                    | 0.8282         | 0.7317          | 0.8023      |
| 0.0801        | 28.97 | 10720 | 0.5059          | 0.7395   | 0.8358        | 0.8987           | 0.9490         | 0.8290              | 0.8881            | 0.5531                         | 0.9100              | 0.8734               | 0.8478           | 0.8833    | 0.6922         | 0.7757       | 0.4509                    | 0.8306         | 0.7363          | 0.8072      |
| 0.1161        | 29.03 | 10740 | 0.4992          | 0.7385   | 0.8267        | 0.8996           | 0.9506         | 0.8039              | 0.8764            | 0.5176                         | 0.9227              | 0.8709               | 0.8448           | 0.8834    | 0.6889         | 0.7763       | 0.4424                    | 0.8332         | 0.7387          | 0.8068      |
| 0.102         | 29.08 | 10760 | 0.4972          | 0.7395   | 0.8333        | 0.8990           | 0.9481         | 0.8239              | 0.8832            | 0.5419                         | 0.9151              | 0.8723               | 0.8489           | 0.8835    | 0.6906         | 0.7747       | 0.4518                    | 0.8309         | 0.7373          | 0.8080      |
| 0.0575        | 29.14 | 10780 | 0.4989          | 0.7384   | 0.8356        | 0.8978           | 0.9496         | 0.8199              | 0.8850            | 0.5567                         | 0.9047              | 0.8864               | 0.8469           | 0.8826    | 0.6898         | 0.7748       | 0.4529                    | 0.8281         | 0.7331          | 0.8076      |
| 0.2291        | 29.19 | 10800 | 0.5068          | 0.7395   | 0.8337        | 0.8989           | 0.9509         | 0.8265              | 0.8804            | 0.5405                         | 0.9111              | 0.8807               | 0.8460           | 0.8827    | 0.6904         | 0.7779       | 0.4512                    | 0.8310         | 0.7357          | 0.8079      |
| 0.1433        | 29.24 | 10820 | 0.5152          | 0.7379   | 0.8321        | 0.8982           | 0.9523         | 0.8245              | 0.8827            | 0.5227                         | 0.9048              | 0.8912               | 0.8469           | 0.8821    | 0.6901         | 0.7780       | 0.4470                    | 0.8290         | 0.7316          | 0.8077      |
| 0.108         | 29.3  | 10840 | 0.5099          | 0.7376   | 0.8301        | 0.8985           | 0.9514         | 0.8171              | 0.8771            | 0.5298                         | 0.9138              | 0.8765               | 0.8452           | 0.8829    | 0.6880         | 0.7771       | 0.4444                    | 0.8303         | 0.7334          | 0.8075      |
| 0.0483        | 29.35 | 10860 | 0.5098          | 0.7386   | 0.8324        | 0.8989           | 0.9517         | 0.8164              | 0.8801            | 0.5440                         | 0.9122              | 0.8764               | 0.8463           | 0.8838    | 0.6881         | 0.7783       | 0.4459                    | 0.8313         | 0.7351          | 0.8077      |
| 0.1346        | 29.41 | 10880 | 0.5062          | 0.7387   | 0.8303        | 0.8992           | 0.9506         | 0.8198              | 0.8838            | 0.5155                         | 0.9127              | 0.8792               | 0.8506           | 0.8827    | 0.6920         | 0.7781       | 0.4410                    | 0.8315         | 0.7375          | 0.8078      |
| 0.0519        | 29.46 | 10900 | 0.5033          | 0.7385   | 0.8364        | 0.8982           | 0.9490         | 0.8246              | 0.8848            | 0.5554                         | 0.9049              | 0.8846               | 0.8515           | 0.8829    | 0.6900         | 0.7758       | 0.4475                    | 0.8291         | 0.7359          | 0.8085      |
| 0.0887        | 29.51 | 10920 | 0.4944          | 0.7391   | 0.8346        | 0.8988           | 0.9458         | 0.8139              | 0.8788            | 0.5670                         | 0.9165              | 0.8630               | 0.8573           | 0.8828    | 0.6891         | 0.7742       | 0.4471                    | 0.8323         | 0.7388          | 0.8096      |
| 0.0459        | 29.57 | 10940 | 0.5146          | 0.7377   | 0.8318        | 0.8981           | 0.9517         | 0.7884              | 0.8793            | 0.5671                         | 0.9088              | 0.8766               | 0.8504           | 0.8824    | 0.6827         | 0.7711       | 0.4512                    | 0.8303         | 0.7370          | 0.8091      |
| 0.1426        | 29.62 | 10960 | 0.5061          | 0.7391   | 0.8341        | 0.8988           | 0.9486         | 0.8155              | 0.8785            | 0.5586                         | 0.9139              | 0.8752               | 0.8485           | 0.8831    | 0.6862         | 0.7744       | 0.4548                    | 0.8319         | 0.7346          | 0.8086      |
| 0.1005        | 29.68 | 10980 | 0.5043          | 0.7394   | 0.8359        | 0.8989           | 0.9454         | 0.8271              | 0.8817            | 0.5554                         | 0.9151              | 0.8744               | 0.8519           | 0.8828    | 0.6846         | 0.7763       | 0.4548                    | 0.8325         | 0.7352          | 0.8093      |
| 0.0813        | 29.73 | 11000 | 0.5017          | 0.7388   | 0.8340        | 0.8990           | 0.9493         | 0.8224              | 0.8803            | 0.5501                         | 0.9145              | 0.8769               | 0.8447           | 0.8832    | 0.6869         | 0.7761       | 0.4513                    | 0.8335         | 0.7339          | 0.8067      |
| 0.097         | 29.78 | 11020 | 0.5056          | 0.7388   | 0.8330        | 0.8989           | 0.9509         | 0.8049              | 0.8786            | 0.5613                         | 0.9136              | 0.8766               | 0.8450           | 0.8837    | 0.6860         | 0.7753       | 0.4515                    | 0.8325         | 0.7349          | 0.8076      |
| 0.1054        | 29.84 | 11040 | 0.4909          | 0.7394   | 0.8345        | 0.8990           | 0.9499         | 0.8158              | 0.8694            | 0.5638                         | 0.9135              | 0.8773               | 0.8518           | 0.8833    | 0.6873         | 0.7743       | 0.4534                    | 0.8327         | 0.7337          | 0.8112      |
| 0.0929        | 29.89 | 11060 | 0.4900          | 0.7388   | 0.8349        | 0.8985           | 0.9485         | 0.8152              | 0.8774            | 0.5662                         | 0.9119              | 0.8715               | 0.8536           | 0.8830    | 0.6888         | 0.7755       | 0.4492                    | 0.8310         | 0.7317          | 0.8124      |
| 0.1017        | 29.95 | 11080 | 0.4941          | 0.7379   | 0.8332        | 0.8981           | 0.9515         | 0.7969              | 0.8751            | 0.5676                         | 0.9073              | 0.8831               | 0.8506           | 0.8838    | 0.6865         | 0.7753       | 0.4513                    | 0.8294         | 0.7288          | 0.8102      |
| 0.2887        | 30.0  | 11100 | 0.5168          | 0.7367   | 0.8276        | 0.8984           | 0.9523         | 0.8127              | 0.8781            | 0.5245                         | 0.9167              | 0.8651               | 0.8438           | 0.8826    | 0.6891         | 0.7747       | 0.4405                    | 0.8310         | 0.7315          | 0.8073      |
| 0.1735        | 30.05 | 11120 | 0.5168          | 0.7373   | 0.8282        | 0.8986           | 0.9470         | 0.8124              | 0.8744            | 0.5265                         | 0.9226              | 0.8662               | 0.8484           | 0.8836    | 0.6888         | 0.7748       | 0.4427                    | 0.8308         | 0.7317          | 0.8087      |
| 0.1297        | 30.11 | 11140 | 0.4993          | 0.7368   | 0.8284        | 0.8985           | 0.9500         | 0.7898              | 0.8753            | 0.5373                         | 0.9147              | 0.8815               | 0.8501           | 0.8840    | 0.6848         | 0.7736       | 0.4434                    | 0.8311         | 0.7314          | 0.8091      |
| 0.0236        | 30.16 | 11160 | 0.5068          | 0.7380   | 0.8331        | 0.8986           | 0.9495         | 0.8218              | 0.8759            | 0.5429                         | 0.9121              | 0.8796               | 0.8498           | 0.8837    | 0.6900         | 0.7754       | 0.4446                    | 0.8311         | 0.7325          | 0.8087      |
| 0.076         | 30.22 | 11180 | 0.5090          | 0.7363   | 0.8370        | 0.8973           | 0.9483         | 0.8279              | 0.8831            | 0.5709                         | 0.9057              | 0.8742               | 0.8487           | 0.8832    | 0.6875         | 0.7753       | 0.4391                    | 0.8286         | 0.7319          | 0.8084      |
| 0.0789        | 30.27 | 11200 | 0.5203          | 0.7369   | 0.8355        | 0.8975           | 0.9489         | 0.8181              | 0.8839            | 0.5596                         | 0.9050              | 0.8864               | 0.8467           | 0.8833    | 0.6862         | 0.7751       | 0.4478                    | 0.8286         | 0.7292          | 0.8081      |
| 0.1242        | 30.32 | 11220 | 0.5284          | 0.7382   | 0.8357        | 0.8981           | 0.9463         | 0.8243              | 0.8691            | 0.5792                         | 0.9172              | 0.8660               | 0.8479           | 0.8831    | 0.6856         | 0.7738       | 0.4558                    | 0.8311         | 0.7300          | 0.8083      |
| 0.061         | 30.38 | 11240 | 0.5051          | 0.7383   | 0.8313        | 0.8987           | 0.9498         | 0.7971              | 0.8681            | 0.5757                         | 0.9201              | 0.8584               | 0.8496           | 0.8832    | 0.6847         | 0.7747       | 0.4523                    | 0.8326         | 0.7321          | 0.8086      |
| 0.0737        | 30.43 | 11260 | 0.5169          | 0.7388   | 0.8316        | 0.8989           | 0.9465         | 0.8152              | 0.8759            | 0.5519                         | 0.9223              | 0.8617               | 0.8478           | 0.8827    | 0.6864         | 0.7736       | 0.4532                    | 0.8327         | 0.7347          | 0.8083      |
| 0.0789        | 30.49 | 11280 | 0.5029          | 0.7359   | 0.8330        | 0.8974           | 0.9464         | 0.8104              | 0.8656            | 0.5689                         | 0.9150              | 0.8761               | 0.8489           | 0.8828    | 0.6851         | 0.7625       | 0.4521                    | 0.8324         | 0.7345          | 0.8020      |
| 0.0723        | 30.54 | 11300 | 0.4975          | 0.7363   | 0.8326        | 0.8975           | 0.9466         | 0.8122              | 0.8679            | 0.5629                         | 0.9146              | 0.8731               | 0.8512           | 0.8820    | 0.6853         | 0.7654       | 0.4529                    | 0.8320         | 0.7335          | 0.8033      |
| 0.0934        | 30.59 | 11320 | 0.5015          | 0.7380   | 0.8351        | 0.8982           | 0.9452         | 0.8144              | 0.8751            | 0.5648                         | 0.9149              | 0.8844               | 0.8469           | 0.8832    | 0.6853         | 0.7719       | 0.4531                    | 0.8322         | 0.7335          | 0.8066      |
| 0.1817        | 30.65 | 11340 | 0.4986          | 0.7374   | 0.8329        | 0.8980           | 0.9450         | 0.8080              | 0.8801            | 0.5540                         | 0.9152              | 0.8806               | 0.8475           | 0.8827    | 0.6849         | 0.7719       | 0.4515                    | 0.8305         | 0.7331          | 0.8072      |
| 0.0949        | 30.7  | 11360 | 0.5022          | 0.7370   | 0.8321        | 0.8978           | 0.9469         | 0.8177              | 0.8678            | 0.5522                         | 0.9156              | 0.8730               | 0.8519           | 0.8825    | 0.6862         | 0.7704       | 0.4498                    | 0.8304         | 0.7316          | 0.8079      |
| 0.0598        | 30.76 | 11380 | 0.5137          | 0.7355   | 0.8334        | 0.8967           | 0.9466         | 0.8195              | 0.8797            | 0.5513                         | 0.9079              | 0.8799               | 0.8487           | 0.8810    | 0.6868         | 0.7694       | 0.4459                    | 0.8280         | 0.7298          | 0.8076      |
| 0.0862        | 30.81 | 11400 | 0.5024          | 0.7361   | 0.8323        | 0.8974           | 0.9450         | 0.8229              | 0.8762            | 0.5460                         | 0.9152              | 0.8693               | 0.8512           | 0.8815    | 0.6877         | 0.7719       | 0.4438                    | 0.8301         | 0.7310          | 0.8065      |
| 0.0986        | 30.86 | 11420 | 0.4984          | 0.7368   | 0.8314        | 0.8982           | 0.9477         | 0.8202              | 0.8763            | 0.5405                         | 0.9165              | 0.8707               | 0.8482           | 0.8827    | 0.6866         | 0.7743       | 0.4448                    | 0.8320         | 0.7319          | 0.8057      |
| 0.1547        | 30.92 | 11440 | 0.4873          | 0.7368   | 0.8292        | 0.8986           | 0.9499         | 0.8000              | 0.8805            | 0.5394                         | 0.9164              | 0.8715               | 0.8469           | 0.8835    | 0.6826         | 0.7758       | 0.4449                    | 0.8324         | 0.7319          | 0.8065      |
| 0.0862        | 30.97 | 11460 | 0.4972          | 0.7367   | 0.8282        | 0.8985           | 0.9486         | 0.8141              | 0.8820            | 0.5210                         | 0.9190              | 0.8664               | 0.8466           | 0.8825    | 0.6864         | 0.7747       | 0.4415                    | 0.8319         | 0.7343          | 0.8055      |
| 0.0682        | 31.03 | 11480 | 0.5034          | 0.7351   | 0.8300        | 0.8973           | 0.9477         | 0.8149              | 0.8659            | 0.5473                         | 0.9164              | 0.8677               | 0.8500           | 0.8813    | 0.6870         | 0.7677       | 0.4425                    | 0.8320         | 0.7335          | 0.8014      |
| 0.1793        | 31.08 | 11500 | 0.5248          | 0.7319   | 0.8226        | 0.8969           | 0.9475         | 0.8239              | 0.8575            | 0.4909                         | 0.9229              | 0.8654               | 0.8501           | 0.8808    | 0.6870         | 0.7657       | 0.4282                    | 0.8318         | 0.7336          | 0.7964      |
| 0.0667        | 31.14 | 11520 | 0.5120          | 0.7352   | 0.8295        | 0.8971           | 0.9477         | 0.8112              | 0.8644            | 0.5442                         | 0.9152              | 0.8732               | 0.8508           | 0.8808    | 0.6864         | 0.7683       | 0.4458                    | 0.8315         | 0.7320          | 0.8014      |
| 0.0515        | 31.19 | 11540 | 0.5148          | 0.7356   | 0.8297        | 0.8971           | 0.9450         | 0.8034              | 0.8681            | 0.5526                         | 0.9180              | 0.8703               | 0.8508           | 0.8808    | 0.6851         | 0.7687       | 0.4513                    | 0.8313         | 0.7315          | 0.8006      |
| 0.0918        | 31.24 | 11560 | 0.5018          | 0.7368   | 0.8314        | 0.8977           | 0.9470         | 0.8104              | 0.8627            | 0.5641                         | 0.9187              | 0.8665               | 0.8507           | 0.8816    | 0.6864         | 0.7713       | 0.4510                    | 0.8322         | 0.7330          | 0.8024      |
| 0.0613        | 31.3  | 11580 | 0.5291          | 0.7375   | 0.8323        | 0.8979           | 0.9490         | 0.8056              | 0.8765            | 0.5574                         | 0.9117              | 0.8774               | 0.8485           | 0.8820    | 0.6860         | 0.7743       | 0.4521                    | 0.8304         | 0.7317          | 0.8063      |
| 0.3483        | 31.35 | 11600 | 0.5338          | 0.7363   | 0.8296        | 0.8974           | 0.9506         | 0.8040              | 0.8788            | 0.5517                         | 0.9130              | 0.8604               | 0.8488           | 0.8808    | 0.6839         | 0.7724       | 0.4504                    | 0.8296         | 0.7306          | 0.8066      |
| 0.0948        | 31.41 | 11620 | 0.5038          | 0.7373   | 0.8361        | 0.8974           | 0.9480         | 0.8265              | 0.8796            | 0.5653                         | 0.9071              | 0.8763               | 0.8496           | 0.8816    | 0.6865         | 0.7735       | 0.4515                    | 0.8294         | 0.7318          | 0.8068      |
| 0.1159        | 31.46 | 11640 | 0.5139          | 0.7364   | 0.8335        | 0.8973           | 0.9460         | 0.8170              | 0.8755            | 0.5700                         | 0.9169              | 0.8668               | 0.8422           | 0.8823    | 0.6847         | 0.7736       | 0.4488                    | 0.8301         | 0.7336          | 0.8015      |
| 0.0652        | 31.51 | 11660 | 0.5207          | 0.7370   | 0.8320        | 0.8979           | 0.9482         | 0.8074              | 0.8741            | 0.5614                         | 0.9158              | 0.8722               | 0.8452           | 0.8822    | 0.6813         | 0.7709       | 0.4528                    | 0.8312         | 0.7342          | 0.8066      |
| 0.0718        | 31.57 | 11680 | 0.5304          | 0.7388   | 0.8330        | 0.8989           | 0.9479         | 0.8210              | 0.8744            | 0.5500                         | 0.9178              | 0.8721               | 0.8478           | 0.8829    | 0.6836         | 0.7745       | 0.4565                    | 0.8330         | 0.7345          | 0.8063      |
| 0.0911        | 31.62 | 11700 | 0.5200          | 0.7388   | 0.8323        | 0.8989           | 0.9500         | 0.8152              | 0.8838            | 0.5456                         | 0.9143              | 0.8702               | 0.8470           | 0.8827    | 0.6847         | 0.7758       | 0.4549                    | 0.8326         | 0.7348          | 0.8061      |
| 0.484         | 31.68 | 11720 | 0.5312          | 0.7382   | 0.8305        | 0.8986           | 0.9493         | 0.8051              | 0.8792            | 0.5463                         | 0.9174              | 0.8705               | 0.8454           | 0.8826    | 0.6829         | 0.7749       | 0.4560                    | 0.8324         | 0.7327          | 0.8058      |
| 0.0859        | 31.73 | 11740 | 0.5135          | 0.7387   | 0.8314        | 0.8988           | 0.9497         | 0.8054              | 0.8717            | 0.5569                         | 0.9180              | 0.8701               | 0.8478           | 0.8829    | 0.6835         | 0.7754       | 0.4571                    | 0.8335         | 0.7329          | 0.8053      |
| 0.1524        | 31.78 | 11760 | 0.5221          | 0.7377   | 0.8322        | 0.8982           | 0.9487         | 0.8046              | 0.8739            | 0.5673                         | 0.9166              | 0.8677               | 0.8463           | 0.8824    | 0.6832         | 0.7739       | 0.4554                    | 0.8322         | 0.7317          | 0.8054      |
| 0.075         | 31.84 | 11780 | 0.5247          | 0.7370   | 0.8360        | 0.8976           | 0.9466         | 0.8143              | 0.8765            | 0.5767                         | 0.9104              | 0.8799               | 0.8476           | 0.8829    | 0.6849         | 0.7725       | 0.4518                    | 0.8310         | 0.7311          | 0.8051      |
| 0.0929        | 31.89 | 11800 | 0.5292          | 0.7383   | 0.8321        | 0.8986           | 0.9496         | 0.8164              | 0.8774            | 0.5418                         | 0.9140              | 0.8806               | 0.8448           | 0.8830    | 0.6860         | 0.7748       | 0.4547                    | 0.8318         | 0.7313          | 0.8066      |
| 0.0987        | 31.95 | 11820 | 0.5292          | 0.7385   | 0.8301        | 0.8991           | 0.9499         | 0.8254              | 0.8856            | 0.5263                         | 0.9181              | 0.8566               | 0.8489           | 0.8823    | 0.6877         | 0.7756       | 0.4504                    | 0.8332         | 0.7337          | 0.8067      |
| 0.092         | 32.0  | 11840 | 0.5141          | 0.7386   | 0.8314        | 0.8989           | 0.9479         | 0.8123              | 0.8734            | 0.5431                         | 0.9182              | 0.8757               | 0.8492           | 0.8837    | 0.6864         | 0.7745       | 0.4524                    | 0.8324         | 0.7335          | 0.8071      |
| 0.0866        | 32.05 | 11860 | 0.5429          | 0.7385   | 0.8325        | 0.8988           | 0.9493         | 0.8134              | 0.8796            | 0.5541                         | 0.9169              | 0.8685               | 0.8454           | 0.8833    | 0.6860         | 0.7754       | 0.4529                    | 0.8329         | 0.7325          | 0.8068      |
| 0.8609        | 32.11 | 11880 | 0.5457          | 0.7389   | 0.8313        | 0.8992           | 0.9496         | 0.8079              | 0.8842            | 0.5399                         | 0.9155              | 0.8752               | 0.8471           | 0.8837    | 0.6855         | 0.7761       | 0.4539                    | 0.8330         | 0.7334          | 0.8068      |
| 0.1286        | 32.16 | 11900 | 0.5281          | 0.7385   | 0.8323        | 0.8989           | 0.9481         | 0.8075              | 0.8879            | 0.5454                         | 0.9146              | 0.8732               | 0.8492           | 0.8830    | 0.6843         | 0.7752       | 0.4527                    | 0.8332         | 0.7341          | 0.8072      |
| 0.1147        | 32.22 | 11920 | 0.5275          | 0.7381   | 0.8342        | 0.8986           | 0.9481         | 0.8173              | 0.8830            | 0.5510                         | 0.9118              | 0.8802               | 0.8482           | 0.8830    | 0.6849         | 0.7782       | 0.4497                    | 0.8323         | 0.7323          | 0.8063      |
| 0.1951        | 32.27 | 11940 | 0.5316          | 0.7379   | 0.8298        | 0.8991           | 0.9505         | 0.7977              | 0.8824            | 0.5455                         | 0.9174              | 0.8686               | 0.8466           | 0.8835    | 0.6827         | 0.7800       | 0.4464                    | 0.8333         | 0.7332          | 0.8061      |
| 0.1721        | 32.32 | 11960 | 0.5186          | 0.7379   | 0.8341        | 0.8986           | 0.9483         | 0.8141              | 0.8829            | 0.5663                         | 0.9159              | 0.8663               | 0.8450           | 0.8836    | 0.6850         | 0.7789       | 0.4453                    | 0.8326         | 0.7333          | 0.8064      |
| 0.1131        | 32.38 | 11980 | 0.5178          | 0.7383   | 0.8347        | 0.8984           | 0.9489         | 0.8125              | 0.8850            | 0.5634                         | 0.9107              | 0.8740               | 0.8485           | 0.8832    | 0.6854         | 0.7791       | 0.4487                    | 0.8312         | 0.7331          | 0.8073      |
| 0.218         | 32.43 | 12000 | 0.5391          | 0.7388   | 0.8327        | 0.8989           | 0.9462         | 0.8218              | 0.8745            | 0.5469                         | 0.9201              | 0.8694               | 0.8500           | 0.8829    | 0.6863         | 0.7780       | 0.4499                    | 0.8326         | 0.7341          | 0.8077      |
| 0.0878        | 32.49 | 12020 | 0.5231          | 0.7395   | 0.8335        | 0.8993           | 0.9499         | 0.8186              | 0.8790            | 0.5511                         | 0.9154              | 0.8708               | 0.8495           | 0.8830    | 0.6860         | 0.7787       | 0.4514                    | 0.8336         | 0.7359          | 0.8082      |
| 0.0989        | 32.54 | 12040 | 0.5410          | 0.7377   | 0.8287        | 0.8992           | 0.9503         | 0.8194              | 0.8819            | 0.5153                         | 0.9192              | 0.8709               | 0.8440           | 0.8824    | 0.6836         | 0.7788       | 0.4437                    | 0.8337         | 0.7351          | 0.8068      |
| 0.0789        | 32.59 | 12060 | 0.5251          | 0.7390   | 0.8325        | 0.8995           | 0.9509         | 0.8187              | 0.8797            | 0.5424                         | 0.9159              | 0.8757               | 0.8443           | 0.8833    | 0.6852         | 0.7799       | 0.4474                    | 0.8342         | 0.7362          | 0.8069      |
| 0.0812        | 32.65 | 12080 | 0.5247          | 0.7380   | 0.8275        | 0.8993           | 0.9517         | 0.7944              | 0.8784            | 0.5329                         | 0.9189              | 0.8689               | 0.8475           | 0.8827    | 0.6835         | 0.7795       | 0.4442                    | 0.8333         | 0.7356          | 0.8074      |
| 0.1758        | 32.7  | 12100 | 0.5203          | 0.7379   | 0.8310        | 0.8989           | 0.9502         | 0.8076              | 0.8869            | 0.5432                         | 0.9154              | 0.8677               | 0.8459           | 0.8831    | 0.6860         | 0.7782       | 0.4431                    | 0.8327         | 0.7356          | 0.8064      |
| 1.11          | 32.76 | 12120 | 0.5273          | 0.7388   | 0.8313        | 0.8992           | 0.9483         | 0.8110              | 0.8816            | 0.5502                         | 0.9211              | 0.8609               | 0.8463           | 0.8832    | 0.6859         | 0.7778       | 0.4480                    | 0.8334         | 0.7366          | 0.8065      |
| 0.1117        | 32.81 | 12140 | 0.5275          | 0.7380   | 0.8336        | 0.8985           | 0.9482         | 0.8261              | 0.8820            | 0.5498                         | 0.9156              | 0.8694               | 0.8439           | 0.8827    | 0.6859         | 0.7779       | 0.4487                    | 0.8320         | 0.7346          | 0.8043      |
| 0.1276        | 32.86 | 12160 | 0.5291          | 0.7375   | 0.8299        | 0.8987           | 0.9501         | 0.8086              | 0.8883            | 0.5343                         | 0.9151              | 0.8648               | 0.8480           | 0.8826    | 0.6849         | 0.7777       | 0.4448                    | 0.8322         | 0.7336          | 0.8065      |
| 1.0557        | 32.92 | 12180 | 0.5154          | 0.7376   | 0.8336        | 0.8985           | 0.9500         | 0.8272              | 0.8801            | 0.5476                         | 0.9120              | 0.8697               | 0.8488           | 0.8825    | 0.6850         | 0.7781       | 0.4454                    | 0.8326         | 0.7334          | 0.8060      |
| 0.0903        | 32.97 | 12200 | 0.5077          | 0.7372   | 0.8313        | 0.8984           | 0.9491         | 0.8106              | 0.8829            | 0.5507                         | 0.9171              | 0.8638               | 0.8445           | 0.8832    | 0.6846         | 0.7767       | 0.4457                    | 0.8323         | 0.7331          | 0.8047      |
| 0.083         | 33.03 | 12220 | 0.5192          | 0.7362   | 0.8287        | 0.8980           | 0.9502         | 0.8013              | 0.8836            | 0.5495                         | 0.9186              | 0.8571               | 0.8407           | 0.8830    | 0.6833         | 0.7761       | 0.4458                    | 0.8308         | 0.7331          | 0.8016      |
| 0.1091        | 33.08 | 12240 | 0.5194          | 0.7358   | 0.8278        | 0.8975           | 0.9471         | 0.8053              | 0.8794            | 0.5445                         | 0.9236              | 0.8589               | 0.8358           | 0.8838    | 0.6849         | 0.7767       | 0.4464                    | 0.8287         | 0.7345          | 0.7956      |
| 1.0202        | 33.14 | 12260 | 0.5309          | 0.7349   | 0.8287        | 0.8966           | 0.9498         | 0.8113              | 0.8817            | 0.5438                         | 0.9162              | 0.8699               | 0.8283           | 0.8829    | 0.6850         | 0.7760       | 0.4487                    | 0.8271         | 0.7337          | 0.7907      |
| 0.1171        | 33.19 | 12280 | 0.5182          | 0.7354   | 0.8298        | 0.8969           | 0.9472         | 0.8068              | 0.8773            | 0.5545                         | 0.9191              | 0.8741               | 0.8299           | 0.8836    | 0.6846         | 0.7757       | 0.4513                    | 0.8278         | 0.7325          | 0.7925      |
| 0.08          | 33.24 | 12300 | 0.5322          | 0.7374   | 0.8331        | 0.8979           | 0.9495         | 0.8102              | 0.8808            | 0.5709                         | 0.9152              | 0.8655               | 0.8395           | 0.8835    | 0.6855         | 0.7771       | 0.4516                    | 0.8307         | 0.7323          | 0.8009      |
| 0.1076        | 33.3  | 12320 | 0.5310          | 0.7384   | 0.8321        | 0.8986           | 0.9518         | 0.8171              | 0.8812            | 0.5516                         | 0.9143              | 0.8655               | 0.8433           | 0.8825    | 0.6867         | 0.7788       | 0.4511                    | 0.8323         | 0.7331          | 0.8046      |
| 0.0802        | 33.35 | 12340 | 0.5271          | 0.7390   | 0.8323        | 0.8991           | 0.9504         | 0.8175              | 0.8801            | 0.5471                         | 0.9158              | 0.8673               | 0.8475           | 0.8825    | 0.6869         | 0.7782       | 0.4505                    | 0.8333         | 0.7339          | 0.8076      |
| 0.1013        | 33.41 | 12360 | 0.5283          | 0.7387   | 0.8311        | 0.8991           | 0.9506         | 0.8091              | 0.8774            | 0.5511                         | 0.9182              | 0.8646               | 0.8466           | 0.8829    | 0.6861         | 0.7766       | 0.4504                    | 0.8335         | 0.7341          | 0.8074      |
| 0.0571        | 33.46 | 12380 | 0.5331          | 0.7389   | 0.8313        | 0.8994           | 0.9504         | 0.8154              | 0.8806            | 0.5420                         | 0.9187              | 0.8676               | 0.8443           | 0.8832    | 0.6860         | 0.7767       | 0.4491                    | 0.8344         | 0.7364          | 0.8064      |
| 0.1864        | 33.51 | 12400 | 0.5320          | 0.7386   | 0.8314        | 0.8993           | 0.9483         | 0.8282              | 0.8744            | 0.5328                         | 0.9216              | 0.8698               | 0.8447           | 0.8824    | 0.6848         | 0.7758       | 0.4484                    | 0.8349         | 0.7368          | 0.8068      |
| 0.1348        | 33.57 | 12420 | 0.5338          | 0.7369   | 0.8278        | 0.8989           | 0.9485         | 0.8161              | 0.8826            | 0.5116                         | 0.9198              | 0.8674               | 0.8483           | 0.8822    | 0.6851         | 0.7767       | 0.4398                    | 0.8327         | 0.7340          | 0.8080      |
| 0.124         | 33.62 | 12440 | 0.5470          | 0.7370   | 0.8299        | 0.8982           | 0.9489         | 0.8061              | 0.8779            | 0.5421                         | 0.9163              | 0.8721               | 0.8459           | 0.8823    | 0.6844         | 0.7746       | 0.4480                    | 0.8312         | 0.7319          | 0.8066      |
| 0.1407        | 33.68 | 12460 | 0.5247          | 0.7373   | 0.8302        | 0.8985           | 0.9474         | 0.8089              | 0.8794            | 0.5392                         | 0.9182              | 0.8704               | 0.8481           | 0.8828    | 0.6848         | 0.7758       | 0.4464                    | 0.8319         | 0.7322          | 0.8070      |
| 0.0748        | 33.73 | 12480 | 0.5144          | 0.7375   | 0.8328        | 0.8985           | 0.9469         | 0.8202              | 0.8775            | 0.5509                         | 0.9174              | 0.8683               | 0.8483           | 0.8830    | 0.6855         | 0.7758       | 0.4455                    | 0.8320         | 0.7336          | 0.8073      |
| 0.0599        | 33.78 | 12500 | 0.5234          | 0.7374   | 0.8318        | 0.8985           | 0.9471         | 0.8159              | 0.8779            | 0.5543                         | 0.9203              | 0.8610               | 0.8458           | 0.8832    | 0.6853         | 0.7767       | 0.4439                    | 0.8317         | 0.7359          | 0.8055      |
| 0.1267        | 33.84 | 12520 | 0.5111          | 0.7387   | 0.8323        | 0.8990           | 0.9483         | 0.8146              | 0.8782            | 0.5473                         | 0.9176              | 0.8719               | 0.8483           | 0.8835    | 0.6861         | 0.7770       | 0.4484                    | 0.8326         | 0.7363          | 0.8070      |
| 0.1081        | 33.89 | 12540 | 0.5096          | 0.7391   | 0.8335        | 0.8991           | 0.9476         | 0.8171              | 0.8809            | 0.5545                         | 0.9173              | 0.8679               | 0.8495           | 0.8833    | 0.6862         | 0.7770       | 0.4499                    | 0.8328         | 0.7367          | 0.8077      |
| 0.1534        | 33.95 | 12560 | 0.5197          | 0.7377   | 0.8291        | 0.8986           | 0.9490         | 0.8124              | 0.8839            | 0.5406                         | 0.9219              | 0.8527               | 0.8437           | 0.8823    | 0.6861         | 0.7761       | 0.4466                    | 0.8322         | 0.7373          | 0.8033      |
| 0.0883        | 34.0  | 12580 | 0.5253          | 0.7380   | 0.8304        | 0.8986           | 0.9491         | 0.8131              | 0.8832            | 0.5412                         | 0.9174              | 0.8600               | 0.8492           | 0.8824    | 0.6867         | 0.7744       | 0.4487                    | 0.8319         | 0.7355          | 0.8066      |
| 0.1357        | 34.05 | 12600 | 0.5270          | 0.7375   | 0.8304        | 0.8984           | 0.9488         | 0.8137              | 0.8783            | 0.5358                         | 0.9153              | 0.8710               | 0.8498           | 0.8820    | 0.6868         | 0.7739       | 0.4469                    | 0.8312         | 0.7349          | 0.8067      |
| 0.1752        | 34.11 | 12620 | 0.5359          | 0.7350   | 0.8241        | 0.8982           | 0.9464         | 0.8085              | 0.8800            | 0.4924                         | 0.9229              | 0.8707               | 0.8476           | 0.8817    | 0.6847         | 0.7727       | 0.4341                    | 0.8311         | 0.7352          | 0.8055      |
| 0.0891        | 34.16 | 12640 | 0.5250          | 0.7365   | 0.8273        | 0.8986           | 0.9484         | 0.8102              | 0.8824            | 0.5146                         | 0.9191              | 0.8681               | 0.8485           | 0.8821    | 0.6840         | 0.7737       | 0.4401                    | 0.8321         | 0.7368          | 0.8063      |
| 0.1144        | 34.22 | 12660 | 0.5314          | 0.7360   | 0.8280        | 0.8982           | 0.9497         | 0.8136              | 0.8815            | 0.5158                         | 0.9162              | 0.8780               | 0.8412           | 0.8826    | 0.6855         | 0.7738       | 0.4409                    | 0.8311         | 0.7352          | 0.8032      |
| 0.054         | 34.27 | 12680 | 0.5128          | 0.7381   | 0.8298        | 0.8990           | 0.9500         | 0.8058              | 0.8807            | 0.5305                         | 0.9155              | 0.8775               | 0.8484           | 0.8828    | 0.6855         | 0.7761       | 0.4444                    | 0.8322         | 0.7380          | 0.8077      |
| 0.0874        | 34.32 | 12700 | 0.5174          | 0.7389   | 0.8319        | 0.8990           | 0.9486         | 0.8173              | 0.8792            | 0.5361                         | 0.9155              | 0.8763               | 0.8503           | 0.8824    | 0.6873         | 0.7760       | 0.4481                    | 0.8322         | 0.7385          | 0.8081      |
| 0.1039        | 34.38 | 12720 | 0.5245          | 0.7377   | 0.8303        | 0.8987           | 0.9482         | 0.8039              | 0.8808            | 0.5392                         | 0.9175              | 0.8775               | 0.8448           | 0.8827    | 0.6845         | 0.7738       | 0.4461                    | 0.8321         | 0.7387          | 0.8063      |
| 0.0463        | 34.43 | 12740 | 0.5218          | 0.7380   | 0.8333        | 0.8987           | 0.9475         | 0.8271              | 0.8760            | 0.5472                         | 0.9181              | 0.8730               | 0.8441           | 0.8825    | 0.6857         | 0.7744       | 0.4457                    | 0.8333         | 0.7380          | 0.8061      |
| 0.1081        | 34.49 | 12760 | 0.5196          | 0.7375   | 0.8297        | 0.8988           | 0.9497         | 0.8073              | 0.8747            | 0.5416                         | 0.9195              | 0.8703               | 0.8446           | 0.8824    | 0.6847         | 0.7738       | 0.4437                    | 0.8338         | 0.7376          | 0.8064      |
| 0.081         | 34.54 | 12780 | 0.5125          | 0.7370   | 0.8293        | 0.8986           | 0.9478         | 0.8050              | 0.8777            | 0.5306                         | 0.9183              | 0.8787               | 0.8467           | 0.8825    | 0.6828         | 0.7746       | 0.4430                    | 0.8323         | 0.7363          | 0.8076      |
| 0.0977        | 34.59 | 12800 | 0.5308          | 0.7365   | 0.8292        | 0.8982           | 0.9490         | 0.8074              | 0.8773            | 0.5335                         | 0.9170              | 0.8767               | 0.8431           | 0.8821    | 0.6830         | 0.7741       | 0.4437                    | 0.8315         | 0.7353          | 0.8058      |
| 0.0868        | 34.65 | 12820 | 0.5418          | 0.7351   | 0.8265        | 0.8974           | 0.9477         | 0.8015              | 0.8787            | 0.5256                         | 0.9197              | 0.8740               | 0.8384           | 0.8827    | 0.6824         | 0.7740       | 0.4434                    | 0.8285         | 0.7345          | 0.8004      |
| 0.0608        | 34.7  | 12840 | 0.5251          | 0.7367   | 0.8259        | 0.8986           | 0.9502         | 0.8028              | 0.8760            | 0.5204                         | 0.9217              | 0.8674               | 0.8432           | 0.8824    | 0.6839         | 0.7762       | 0.4426                    | 0.8315         | 0.7364          | 0.8041      |
| 0.0687        | 34.76 | 12860 | 0.5354          | 0.7387   | 0.8303        | 0.8990           | 0.9505         | 0.8126              | 0.8771            | 0.5409                         | 0.9185              | 0.8670               | 0.8458           | 0.8825    | 0.6854         | 0.7761       | 0.4510                    | 0.8328         | 0.7371          | 0.8061      |
| 0.3096        | 34.81 | 12880 | 0.5336          | 0.7377   | 0.8302        | 0.8983           | 0.9494         | 0.8098              | 0.8782            | 0.5466                         | 0.9181              | 0.8675               | 0.8421           | 0.8828    | 0.6852         | 0.7750       | 0.4515                    | 0.8310         | 0.7359          | 0.8022      |
| 0.104         | 34.86 | 12900 | 0.5582          | 0.7363   | 0.8308        | 0.8977           | 0.9489         | 0.8146              | 0.8857            | 0.5545                         | 0.9183              | 0.8551               | 0.8383           | 0.8829    | 0.6853         | 0.7744       | 0.4456                    | 0.8303         | 0.7354          | 0.8003      |
| 0.0936        | 34.92 | 12920 | 0.5128          | 0.7386   | 0.8301        | 0.8993           | 0.9491         | 0.8023              | 0.8804            | 0.5496                         | 0.9213              | 0.8595               | 0.8484           | 0.8835    | 0.6845         | 0.7758       | 0.4474                    | 0.8335         | 0.7377          | 0.8079      |
| 0.0768        | 34.97 | 12940 | 0.5274          | 0.7385   | 0.8312        | 0.8990           | 0.9490         | 0.8079              | 0.8759            | 0.5525                         | 0.9196              | 0.8676               | 0.8461           | 0.8827    | 0.6846         | 0.7748       | 0.4492                    | 0.8335         | 0.7374          | 0.8073      |
| 0.1264        | 35.03 | 12960 | 0.5331          | 0.7383   | 0.8323        | 0.8987           | 0.9497         | 0.8104              | 0.8749            | 0.5549                         | 0.9156              | 0.8732               | 0.8474           | 0.8823    | 0.6849         | 0.7751       | 0.4484                    | 0.8325         | 0.7367          | 0.8085      |
| 0.0914        | 35.08 | 12980 | 0.5402          | 0.7383   | 0.8299        | 0.8989           | 0.9493         | 0.7895              | 0.8738            | 0.5463                         | 0.9162              | 0.8866               | 0.8476           | 0.8828    | 0.6809         | 0.7751       | 0.4516                    | 0.8322         | 0.7368          | 0.8086      |
| 0.1519        | 35.14 | 13000 | 0.5242          | 0.7397   | 0.8319        | 0.8995           | 0.9494         | 0.8131              | 0.8736            | 0.5449                         | 0.9180              | 0.8751               | 0.8495           | 0.8827    | 0.6858         | 0.7766       | 0.4513                    | 0.8336         | 0.7388          | 0.8088      |
| 0.1142        | 35.19 | 13020 | 0.5217          | 0.7387   | 0.8302        | 0.8991           | 0.9510         | 0.8009              | 0.8777            | 0.5456                         | 0.9173              | 0.8752               | 0.8434           | 0.8824    | 0.6836         | 0.7757       | 0.4511                    | 0.8332         | 0.7381          | 0.8066      |
| 0.0806        | 35.24 | 13040 | 0.5147          | 0.7397   | 0.8316        | 0.8996           | 0.9490         | 0.8127              | 0.8787            | 0.5437                         | 0.9202              | 0.8701               | 0.8468           | 0.8829    | 0.6864         | 0.7769       | 0.4506                    | 0.8345         | 0.7390          | 0.8077      |
| 0.042         | 35.3  | 13060 | 0.5273          | 0.7394   | 0.8318        | 0.8994           | 0.9489         | 0.8131              | 0.8806            | 0.5418                         | 0.9181              | 0.8722               | 0.8480           | 0.8829    | 0.6867         | 0.7763       | 0.4487                    | 0.8338         | 0.7393          | 0.8080      |
| 0.0955        | 35.35 | 13080 | 0.5273          | 0.7391   | 0.8312        | 0.8993           | 0.9464         | 0.8177              | 0.8766            | 0.5423                         | 0.9234              | 0.8612               | 0.8509           | 0.8829    | 0.6871         | 0.7765       | 0.4471                    | 0.8333         | 0.7381          | 0.8088      |
| 0.1172        | 35.41 | 13100 | 0.5268          | 0.7382   | 0.8307        | 0.8989           | 0.9475         | 0.8181              | 0.8754            | 0.5360                         | 0.9199              | 0.8677               | 0.8502           | 0.8823    | 0.6860         | 0.7749       | 0.4459                    | 0.8323         | 0.7373          | 0.8087      |
| 0.0279        | 35.46 | 13120 | 0.5304          | 0.7383   | 0.8323        | 0.8987           | 0.9488         | 0.8143              | 0.8835            | 0.5400                         | 0.9128              | 0.8778               | 0.8487           | 0.8822    | 0.6846         | 0.7745       | 0.4498                    | 0.8317         | 0.7368          | 0.8083      |
| 0.1464        | 35.51 | 13140 | 0.5380          | 0.7386   | 0.8325        | 0.8988           | 0.9484         | 0.8118              | 0.8862            | 0.5444                         | 0.9134              | 0.8745               | 0.8492           | 0.8822    | 0.6846         | 0.7744       | 0.4502                    | 0.8317         | 0.7390          | 0.8083      |
| 0.1304        | 35.57 | 13160 | 0.5651          | 0.7343   | 0.8276        | 0.8965           | 0.9485         | 0.8166              | 0.8783            | 0.5331                         | 0.9191              | 0.8719               | 0.8256           | 0.8821    | 0.6848         | 0.7749       | 0.4454                    | 0.8267         | 0.7367          | 0.7898      |
| 0.0506        | 35.62 | 13180 | 0.5187          | 0.7387   | 0.8317        | 0.8991           | 0.9486         | 0.8162              | 0.8809            | 0.5396                         | 0.9179              | 0.8721               | 0.8465           | 0.8828    | 0.6856         | 0.7776       | 0.4464                    | 0.8330         | 0.7387          | 0.8066      |
| 0.0938        | 35.68 | 13200 | 0.5224          | 0.7389   | 0.8313        | 0.8992           | 0.9499         | 0.8151              | 0.8771            | 0.5358                         | 0.9158              | 0.8746               | 0.8506           | 0.8820    | 0.6855         | 0.7775       | 0.4463                    | 0.8331         | 0.7390          | 0.8089      |
| 0.2586        | 35.73 | 13220 | 0.5345          | 0.7379   | 0.8301        | 0.8987           | 0.9509         | 0.8169              | 0.8770            | 0.5339                         | 0.9164              | 0.8699               | 0.8456           | 0.8814    | 0.6859         | 0.7771       | 0.4451                    | 0.8326         | 0.7363          | 0.8068      |
| 0.1677        | 35.78 | 13240 | 0.5339          | 0.7383   | 0.8304        | 0.8991           | 0.9481         | 0.8208              | 0.8798            | 0.5237                         | 0.9187              | 0.8752               | 0.8465           | 0.8824    | 0.6863         | 0.7770       | 0.4457                    | 0.8329         | 0.7369          | 0.8068      |
| 0.157         | 35.84 | 13260 | 0.5235          | 0.7393   | 0.8318        | 0.8994           | 0.9498         | 0.8188              | 0.8780            | 0.5399                         | 0.9176              | 0.8705               | 0.8484           | 0.8825    | 0.6867         | 0.7775       | 0.4484                    | 0.8337         | 0.7382          | 0.8081      |
| 0.1031        | 35.89 | 13280 | 0.5346          | 0.7388   | 0.8314        | 0.8991           | 0.9468         | 0.8162              | 0.8771            | 0.5510                         | 0.9233              | 0.8562               | 0.8493           | 0.8825    | 0.6855         | 0.7763       | 0.4497                    | 0.8334         | 0.7359          | 0.8084      |
| 0.2119        | 35.95 | 13300 | 0.5344          | 0.7389   | 0.8326        | 0.8989           | 0.9485         | 0.8221              | 0.8743            | 0.5479                         | 0.9173              | 0.8678               | 0.8503           | 0.8821    | 0.6858         | 0.7751       | 0.4515                    | 0.8325         | 0.7366          | 0.8084      |
| 0.1023        | 36.0  | 13320 | 0.5377          | 0.7389   | 0.8322        | 0.8990           | 0.9505         | 0.8065              | 0.8784            | 0.5544                         | 0.9146              | 0.8732               | 0.8479           | 0.8825    | 0.6854         | 0.7758       | 0.4504                    | 0.8328         | 0.7372          | 0.8081      |
| 0.0772        | 36.05 | 13340 | 0.5341          | 0.7392   | 0.8323        | 0.8991           | 0.9487         | 0.8201              | 0.8730            | 0.5439                         | 0.9173              | 0.8728               | 0.8502           | 0.8822    | 0.6864         | 0.7754       | 0.4517                    | 0.8328         | 0.7369          | 0.8089      |
| 0.0549        | 36.11 | 13360 | 0.5335          | 0.7384   | 0.8282        | 0.8992           | 0.9478         | 0.8071              | 0.8752            | 0.5212                         | 0.9212              | 0.8759               | 0.8493           | 0.8828    | 0.6858         | 0.7758       | 0.4472                    | 0.8322         | 0.7366          | 0.8082      |
| 0.1126        | 36.16 | 13380 | 0.5259          | 0.7392   | 0.8319        | 0.8992           | 0.9479         | 0.8153              | 0.8780            | 0.5423                         | 0.9190              | 0.8719               | 0.8487           | 0.8829    | 0.6857         | 0.7768       | 0.4511                    | 0.8329         | 0.7366          | 0.8088      |
| 0.1208        | 36.22 | 13400 | 0.5402          | 0.7391   | 0.8330        | 0.8990           | 0.9484         | 0.8146              | 0.8763            | 0.5489                         | 0.9158              | 0.8782               | 0.8486           | 0.8828    | 0.6853         | 0.7763       | 0.4523                    | 0.8325         | 0.7362          | 0.8086      |
| 0.1396        | 36.27 | 13420 | 0.5348          | 0.7392   | 0.8334        | 0.8991           | 0.9476         | 0.8169              | 0.8833            | 0.5490                         | 0.9168              | 0.8726               | 0.8474           | 0.8828    | 0.6852         | 0.7759       | 0.4519                    | 0.8331         | 0.7373          | 0.8081      |
| 0.0582        | 36.32 | 13440 | 0.5360          | 0.7391   | 0.8320        | 0.8992           | 0.9479         | 0.8166              | 0.8830            | 0.5426                         | 0.9190              | 0.8660               | 0.8486           | 0.8826    | 0.6855         | 0.7758       | 0.4505                    | 0.8333         | 0.7373          | 0.8088      |
| 0.1676        | 36.38 | 13460 | 0.5301          | 0.7386   | 0.8291        | 0.8992           | 0.9473         | 0.7953              | 0.8841            | 0.5340                         | 0.9191              | 0.8712               | 0.8530           | 0.8826    | 0.6826         | 0.7759       | 0.4495                    | 0.8329         | 0.7380          | 0.8086      |
| 0.1212        | 36.43 | 13480 | 0.5301          | 0.7383   | 0.8296        | 0.8990           | 0.9477         | 0.7980              | 0.8845            | 0.5346                         | 0.9176              | 0.8739               | 0.8505           | 0.8826    | 0.6826         | 0.7755       | 0.4498                    | 0.8322         | 0.7368          | 0.8083      |
| 0.0525        | 36.49 | 13500 | 0.5273          | 0.7392   | 0.8336        | 0.8991           | 0.9486         | 0.8169              | 0.8764            | 0.5528                         | 0.9157              | 0.8750               | 0.8497           | 0.8827    | 0.6850         | 0.7774       | 0.4514                    | 0.8331         | 0.7372          | 0.8079      |
| 0.0755        | 36.54 | 13520 | 0.5342          | 0.7383   | 0.8344        | 0.8986           | 0.9466         | 0.8172              | 0.8819            | 0.5625                         | 0.9163              | 0.8691               | 0.8473           | 0.8827    | 0.6842         | 0.7765       | 0.4496                    | 0.8322         | 0.7355          | 0.8076      |
| 0.1689        | 36.59 | 13540 | 0.5405          | 0.7392   | 0.8339        | 0.8991           | 0.9481         | 0.8190              | 0.8800            | 0.5542                         | 0.9162              | 0.8707               | 0.8494           | 0.8827    | 0.6853         | 0.7776       | 0.4503                    | 0.8329         | 0.7374          | 0.8084      |
| 0.0651        | 36.65 | 13560 | 0.5351          | 0.7391   | 0.8331        | 0.8990           | 0.9487         | 0.8117              | 0.8804            | 0.5501                         | 0.9151              | 0.8788               | 0.8468           | 0.8831    | 0.6848         | 0.7772       | 0.4518                    | 0.8325         | 0.7365          | 0.8074      |
| 0.1972        | 36.7  | 13580 | 0.5330          | 0.7388   | 0.8338        | 0.8987           | 0.9483         | 0.8113              | 0.8816            | 0.5547                         | 0.9120              | 0.8769               | 0.8515           | 0.8824    | 0.6842         | 0.7762       | 0.4519                    | 0.8314         | 0.7375          | 0.8078      |
| 0.08          | 36.76 | 13600 | 0.5254          | 0.7389   | 0.8309        | 0.8991           | 0.9489         | 0.8133              | 0.8782            | 0.5328                         | 0.9159              | 0.8753               | 0.8521           | 0.8823    | 0.6851         | 0.7762       | 0.4501                    | 0.8323         | 0.7379          | 0.8081      |
| 0.0704        | 36.81 | 13620 | 0.5285          | 0.7386   | 0.8331        | 0.8987           | 0.9479         | 0.8222              | 0.8704            | 0.5554                         | 0.9178              | 0.8666               | 0.8514           | 0.8824    | 0.6850         | 0.7754       | 0.4498                    | 0.8321         | 0.7367          | 0.8087      |
| 0.0639        | 36.86 | 13640 | 0.5181          | 0.7388   | 0.8338        | 0.8987           | 0.9500         | 0.8044              | 0.8804            | 0.5588                         | 0.9095              | 0.8815               | 0.8518           | 0.8828    | 0.6842         | 0.7763       | 0.4511                    | 0.8315         | 0.7376          | 0.8082      |
| 0.096         | 36.92 | 13660 | 0.5198          | 0.7390   | 0.8339        | 0.8988           | 0.9499         | 0.8015              | 0.8803            | 0.5663                         | 0.9112              | 0.8768               | 0.8516           | 0.8829    | 0.6840         | 0.7761       | 0.4514                    | 0.8320         | 0.7374          | 0.8093      |
| 0.0976        | 36.97 | 13680 | 0.5320          | 0.7393   | 0.8320        | 0.8992           | 0.9502         | 0.8123              | 0.8803            | 0.5488                         | 0.9160              | 0.8656               | 0.8505           | 0.8827    | 0.6859         | 0.7769       | 0.4505                    | 0.8326         | 0.7370          | 0.8092      |
| 0.0745        | 37.03 | 13700 | 0.5309          | 0.7392   | 0.8315        | 0.8993           | 0.9480         | 0.8192              | 0.8776            | 0.5325                         | 0.9182              | 0.8755               | 0.8492           | 0.8830    | 0.6868         | 0.7766       | 0.4500                    | 0.8324         | 0.7367          | 0.8089      |
| 0.1075        | 37.08 | 13720 | 0.5261          | 0.7395   | 0.8328        | 0.8992           | 0.9468         | 0.8208              | 0.8817            | 0.5315                         | 0.9157              | 0.8809               | 0.8518           | 0.8830    | 0.6869         | 0.7768       | 0.4516                    | 0.8322         | 0.7368          | 0.8089      |
| 0.0482        | 37.14 | 13740 | 0.5381          | 0.7394   | 0.8348        | 0.8990           | 0.9473         | 0.8253              | 0.8810            | 0.5503                         | 0.9148              | 0.8746               | 0.8500           | 0.8830    | 0.6865         | 0.7763       | 0.4525                    | 0.8322         | 0.7364          | 0.8091      |
| 0.0523        | 37.19 | 13760 | 0.5222          | 0.7394   | 0.8322        | 0.8993           | 0.9494         | 0.8234              | 0.8718            | 0.5390                         | 0.9178              | 0.8743               | 0.8496           | 0.8830    | 0.6863         | 0.7769       | 0.4512                    | 0.8331         | 0.7364          | 0.8089      |
| 0.0598        | 37.24 | 13780 | 0.5314          | 0.7393   | 0.8336        | 0.8991           | 0.9492         | 0.8208              | 0.8777            | 0.5523                         | 0.9164              | 0.8720               | 0.8466           | 0.8831    | 0.6859         | 0.7773       | 0.4519                    | 0.8330         | 0.7355          | 0.8081      |
| 0.1045        | 37.3  | 13800 | 0.5470          | 0.7396   | 0.8344        | 0.8991           | 0.9484         | 0.8191              | 0.8745            | 0.5594                         | 0.9158              | 0.8722               | 0.8515           | 0.8827    | 0.6856         | 0.7772       | 0.4527                    | 0.8330         | 0.7371          | 0.8093      |
| 0.1168        | 37.35 | 13820 | 0.5264          | 0.7396   | 0.8333        | 0.8993           | 0.9491         | 0.8137              | 0.8834            | 0.5464                         | 0.9141              | 0.8768               | 0.8496           | 0.8830    | 0.6862         | 0.7774       | 0.4521                    | 0.8330         | 0.7371          | 0.8087      |
| 0.1679        | 37.41 | 13840 | 0.5290          | 0.7392   | 0.8322        | 0.8993           | 0.9479         | 0.8214              | 0.8827            | 0.5310                         | 0.9163              | 0.8756               | 0.8505           | 0.8825    | 0.6863         | 0.7772       | 0.4490                    | 0.8330         | 0.7373          | 0.8089      |
| 0.0859        | 37.46 | 13860 | 0.5377          | 0.7391   | 0.8321        | 0.8991           | 0.9487         | 0.8111              | 0.8803            | 0.5471                         | 0.9166              | 0.8707               | 0.8501           | 0.8824    | 0.6850         | 0.7768       | 0.4513                    | 0.8327         | 0.7366          | 0.8092      |
| 0.1674        | 37.51 | 13880 | 0.5456          | 0.7385   | 0.8318        | 0.8988           | 0.9493         | 0.8154              | 0.8834            | 0.5438                         | 0.9161              | 0.8680               | 0.8464           | 0.8822    | 0.6851         | 0.7765       | 0.4504                    | 0.8324         | 0.7350          | 0.8080      |
| 0.0637        | 37.57 | 13900 | 0.5408          | 0.7391   | 0.8341        | 0.8987           | 0.9465         | 0.8171              | 0.8833            | 0.5540                         | 0.9149              | 0.8715               | 0.8513           | 0.8822    | 0.6850         | 0.7761       | 0.4536                    | 0.8317         | 0.7361          | 0.8088      |
| 0.1859        | 37.62 | 13920 | 0.5304          | 0.7395   | 0.8323        | 0.8992           | 0.9481         | 0.8129              | 0.8801            | 0.5512                         | 0.9184              | 0.8647               | 0.8511           | 0.8825    | 0.6854         | 0.7775       | 0.4522                    | 0.8326         | 0.7369          | 0.8097      |
| 0.0688        | 37.68 | 13940 | 0.5176          | 0.7395   | 0.8334        | 0.8992           | 0.9488         | 0.8211              | 0.8815            | 0.5430                         | 0.9147              | 0.8750               | 0.8497           | 0.8826    | 0.6854         | 0.7779       | 0.4523                    | 0.8328         | 0.7365          | 0.8088      |
| 0.5325        | 37.73 | 13960 | 0.5307          | 0.7398   | 0.8349        | 0.8992           | 0.9480         | 0.8216              | 0.8806            | 0.5543                         | 0.9143              | 0.8754               | 0.8504           | 0.8828    | 0.6854         | 0.7773       | 0.4544                    | 0.8327         | 0.7372          | 0.8089      |
| 0.0912        | 37.78 | 13980 | 0.5272          | 0.7400   | 0.8332        | 0.8994           | 0.9478         | 0.8166              | 0.8790            | 0.5486                         | 0.9175              | 0.8715               | 0.8517           | 0.8829    | 0.6858         | 0.7772       | 0.4541                    | 0.8333         | 0.7377          | 0.8091      |
| 0.1611        | 37.84 | 14000 | 0.5195          | 0.7398   | 0.8328        | 0.8995           | 0.9484         | 0.8215              | 0.8740            | 0.5455                         | 0.9189              | 0.8695               | 0.8517           | 0.8827    | 0.6858         | 0.7777       | 0.4520                    | 0.8338         | 0.7378          | 0.8089      |
| 0.0972        | 37.89 | 14020 | 0.5306          | 0.7393   | 0.8330        | 0.8992           | 0.9492         | 0.8177              | 0.8777            | 0.5516                         | 0.9168              | 0.8687               | 0.8490           | 0.8825    | 0.6854         | 0.7767       | 0.4524                    | 0.8333         | 0.7365          | 0.8085      |
| 0.078         | 37.95 | 14040 | 0.5291          | 0.7394   | 0.8328        | 0.8992           | 0.9487         | 0.8202              | 0.8806            | 0.5436                         | 0.9167              | 0.8696               | 0.8499           | 0.8824    | 0.6856         | 0.7767       | 0.4523                    | 0.8333         | 0.7369          | 0.8086      |
| 0.1464        | 38.0  | 14060 | 0.5275          | 0.7391   | 0.8328        | 0.8990           | 0.9483         | 0.8008              | 0.8802            | 0.5561                         | 0.9143              | 0.8793               | 0.8508           | 0.8827    | 0.6833         | 0.7760       | 0.4536                    | 0.8327         | 0.7369          | 0.8083      |
| 0.1374        | 38.05 | 14080 | 0.5259          | 0.7397   | 0.8354        | 0.8991           | 0.9485         | 0.8217              | 0.8781            | 0.5607                         | 0.9141              | 0.8740               | 0.8506           | 0.8827    | 0.6857         | 0.7767       | 0.4535                    | 0.8333         | 0.7377          | 0.8085      |
| 0.1035        | 38.11 | 14100 | 0.5415          | 0.7395   | 0.8348        | 0.8990           | 0.9471         | 0.8227              | 0.8788            | 0.5588                         | 0.9169              | 0.8717               | 0.8479           | 0.8828    | 0.6856         | 0.7759       | 0.4542                    | 0.8331         | 0.7366          | 0.8080      |
| 0.098         | 38.16 | 14120 | 0.5428          | 0.7385   | 0.8286        | 0.8995           | 0.9477         | 0.8221              | 0.8758            | 0.5146                         | 0.9234              | 0.8672               | 0.8496           | 0.8826    | 0.6863         | 0.7767       | 0.4448                    | 0.8334         | 0.7371          | 0.8086      |
| 0.573         | 38.22 | 14140 | 0.5271          | 0.7394   | 0.8321        | 0.8993           | 0.9489         | 0.8180              | 0.8740            | 0.5461                         | 0.9194              | 0.8697               | 0.8484           | 0.8827    | 0.6859         | 0.7765       | 0.4521                    | 0.8337         | 0.7367          | 0.8083      |
| 0.0659        | 38.27 | 14160 | 0.5290          | 0.7400   | 0.8331        | 0.8996           | 0.9474         | 0.8144              | 0.8809            | 0.5434                         | 0.9176              | 0.8781               | 0.8496           | 0.8831    | 0.6863         | 0.7773       | 0.4531                    | 0.8338         | 0.7382          | 0.8082      |
| 0.0912        | 38.32 | 14180 | 0.5319          | 0.7397   | 0.8336        | 0.8993           | 0.9486         | 0.8220              | 0.8801            | 0.5421                         | 0.9152              | 0.8777               | 0.8494           | 0.8825    | 0.6864         | 0.7771       | 0.4524                    | 0.8334         | 0.7378          | 0.8085      |
| 0.156         | 38.38 | 14200 | 0.5256          | 0.7398   | 0.8346        | 0.8992           | 0.9482         | 0.8143              | 0.8838            | 0.5568                         | 0.9138              | 0.8746               | 0.8508           | 0.8825    | 0.6852         | 0.7770       | 0.4542                    | 0.8330         | 0.7379          | 0.8089      |
| 0.0975        | 38.43 | 14220 | 0.5490          | 0.7387   | 0.8318        | 0.8988           | 0.9493         | 0.8094              | 0.8773            | 0.5541                         | 0.9176              | 0.8687               | 0.8465           | 0.8824    | 0.6844         | 0.7761       | 0.4518                    | 0.8326         | 0.7352          | 0.8081      |
| 0.1479        | 38.49 | 14240 | 0.5313          | 0.7394   | 0.8334        | 0.8990           | 0.9478         | 0.8058              | 0.8829            | 0.5574                         | 0.9147              | 0.8737               | 0.8518           | 0.8825    | 0.6843         | 0.7765       | 0.4535                    | 0.8327         | 0.7371          | 0.8090      |
| 0.1092        | 38.54 | 14260 | 0.5362          | 0.7389   | 0.8315        | 0.8989           | 0.9498         | 0.8128              | 0.8744            | 0.5438                         | 0.9160              | 0.8750               | 0.8490           | 0.8820    | 0.6853         | 0.7762       | 0.4517                    | 0.8327         | 0.7356          | 0.8087      |
| 0.046         | 38.59 | 14280 | 0.5155          | 0.7400   | 0.8343        | 0.8995           | 0.9476         | 0.8128              | 0.8830            | 0.5597                         | 0.9171              | 0.8680               | 0.8516           | 0.8830    | 0.6858         | 0.7783       | 0.4517                    | 0.8339         | 0.7379          | 0.8093      |
| 0.0599        | 38.65 | 14300 | 0.5206          | 0.7401   | 0.8333        | 0.8995           | 0.9484         | 0.8130              | 0.8800            | 0.5507                         | 0.9167              | 0.8727               | 0.8519           | 0.8826    | 0.6860         | 0.7782       | 0.4524                    | 0.8339         | 0.7383          | 0.8093      |
| 0.1329        | 38.7  | 14320 | 0.5449          | 0.7397   | 0.8328        | 0.8995           | 0.9497         | 0.8193              | 0.8833            | 0.5422                         | 0.9164              | 0.8713               | 0.8472           | 0.8825    | 0.6865         | 0.7781       | 0.4517                    | 0.8341         | 0.7371          | 0.8083      |
| 0.0821        | 38.76 | 14340 | 0.5242          | 0.7399   | 0.8315        | 0.8998           | 0.9495         | 0.8197              | 0.8838            | 0.5410                         | 0.9206              | 0.8559               | 0.8502           | 0.8825    | 0.6868         | 0.7789       | 0.4494                    | 0.8346         | 0.7375          | 0.8094      |
| 0.1622        | 38.81 | 14360 | 0.5304          | 0.7400   | 0.8328        | 0.8996           | 0.9486         | 0.8142              | 0.8838            | 0.5482                         | 0.9178              | 0.8672               | 0.8502           | 0.8827    | 0.6859         | 0.7784       | 0.4517                    | 0.8340         | 0.7379          | 0.8093      |
| 0.6038        | 38.86 | 14380 | 0.5273          | 0.7400   | 0.8340        | 0.8995           | 0.9486         | 0.8158              | 0.8814            | 0.5519                         | 0.9163              | 0.8750               | 0.8487           | 0.8831    | 0.6863         | 0.7782       | 0.4523                    | 0.8339         | 0.7376          | 0.8088      |
| 0.0882        | 38.92 | 14400 | 0.5216          | 0.7399   | 0.8334        | 0.8994           | 0.9478         | 0.8081              | 0.8808            | 0.5564                         | 0.9170              | 0.8722               | 0.8512           | 0.8828    | 0.6850         | 0.7774       | 0.4531                    | 0.8335         | 0.7378          | 0.8094      |
| 0.0464        | 38.97 | 14420 | 0.5264          | 0.7395   | 0.8322        | 0.8994           | 0.9491         | 0.8145              | 0.8799            | 0.5493                         | 0.9188              | 0.8645               | 0.8490           | 0.8825    | 0.6855         | 0.7774       | 0.4512                    | 0.8337         | 0.7371          | 0.8091      |
| 0.0572        | 39.03 | 14440 | 0.5370          | 0.7393   | 0.8323        | 0.8993           | 0.9487         | 0.8154              | 0.8862            | 0.5402                         | 0.9167              | 0.8725               | 0.8464           | 0.8827    | 0.6857         | 0.7769       | 0.4512                    | 0.8336         | 0.7370          | 0.8081      |
| 0.0965        | 39.08 | 14460 | 0.5374          | 0.7396   | 0.8331        | 0.8993           | 0.9504         | 0.8203              | 0.8806            | 0.5438                         | 0.9144              | 0.8749               | 0.8474           | 0.8822    | 0.6857         | 0.7778       | 0.4519                    | 0.8338         | 0.7374          | 0.8082      |
| 0.1418        | 39.14 | 14480 | 0.5310          | 0.7398   | 0.8338        | 0.8994           | 0.9493         | 0.8191              | 0.8786            | 0.5479                         | 0.9149              | 0.8773               | 0.8493           | 0.8826    | 0.6858         | 0.7778       | 0.4522                    | 0.8338         | 0.7375          | 0.8087      |
| 0.0986        | 39.19 | 14500 | 0.5331          | 0.7397   | 0.8355        | 0.8992           | 0.9475         | 0.8126              | 0.8802            | 0.5685                         | 0.9151              | 0.8751               | 0.8498           | 0.8830    | 0.6855         | 0.7775       | 0.4512                    | 0.8336         | 0.7381          | 0.8091      |
| 0.08          | 39.24 | 14520 | 0.5425          | 0.7398   | 0.8341        | 0.8992           | 0.9467         | 0.8071              | 0.8836            | 0.5573                         | 0.9158              | 0.8774               | 0.8508           | 0.8828    | 0.6848         | 0.7768       | 0.4536                    | 0.8334         | 0.7378          | 0.8091      |
| 0.0534        | 39.3  | 14540 | 0.5327          | 0.7402   | 0.8346        | 0.8997           | 0.9478         | 0.8183              | 0.8865            | 0.5545                         | 0.9171              | 0.8686               | 0.8495           | 0.8830    | 0.6863         | 0.7785       | 0.4509                    | 0.8345         | 0.7394          | 0.8090      |
| 0.0997        | 39.35 | 14560 | 0.5406          | 0.7394   | 0.8342        | 0.8991           | 0.9460         | 0.8072              | 0.8766            | 0.5651                         | 0.9178              | 0.8756               | 0.8511           | 0.8827    | 0.6840         | 0.7764       | 0.4531                    | 0.8332         | 0.7375          | 0.8091      |
| 0.0712        | 39.41 | 14580 | 0.5271          | 0.7398   | 0.8341        | 0.8993           | 0.9483         | 0.8204              | 0.8747            | 0.5573                         | 0.9172              | 0.8699               | 0.8513           | 0.8823    | 0.6852         | 0.7768       | 0.4531                    | 0.8336         | 0.7379          | 0.8094      |
| 0.1451        | 39.46 | 14600 | 0.5329          | 0.7401   | 0.8326        | 0.8997           | 0.9479         | 0.8153              | 0.8851            | 0.5427                         | 0.9182              | 0.8664               | 0.8522           | 0.8825    | 0.6858         | 0.7778       | 0.4521                    | 0.8340         | 0.7391          | 0.8096      |
| 0.1405        | 39.51 | 14620 | 0.5290          | 0.7400   | 0.8329        | 0.8996           | 0.9485         | 0.8205              | 0.8760            | 0.5456                         | 0.9187              | 0.8705               | 0.8507           | 0.8826    | 0.6857         | 0.7777       | 0.4519                    | 0.8342         | 0.7383          | 0.8093      |
| 0.1406        | 39.57 | 14640 | 0.5368          | 0.7398   | 0.8319        | 0.8996           | 0.9474         | 0.8170              | 0.8819            | 0.5364                         | 0.9193              | 0.8704               | 0.8508           | 0.8824    | 0.6862         | 0.7775       | 0.4515                    | 0.8337         | 0.7383          | 0.8092      |
| 0.0965        | 39.62 | 14660 | 0.5269          | 0.7403   | 0.8352        | 0.8996           | 0.9463         | 0.8195              | 0.8850            | 0.5576                         | 0.9181              | 0.8699               | 0.8500           | 0.8832    | 0.6859         | 0.7780       | 0.4527                    | 0.8342         | 0.7390          | 0.8091      |
| 0.1628        | 39.68 | 14680 | 0.5228          | 0.7402   | 0.8352        | 0.8995           | 0.9471         | 0.8210              | 0.8811            | 0.5540                         | 0.9159              | 0.8764               | 0.8507           | 0.8828    | 0.6860         | 0.7778       | 0.4537                    | 0.8338         | 0.7385          | 0.8091      |
| 0.099         | 39.73 | 14700 | 0.5323          | 0.7401   | 0.8349        | 0.8995           | 0.9481         | 0.8192              | 0.8818            | 0.5544                         | 0.9155              | 0.8757               | 0.8494           | 0.8829    | 0.6859         | 0.7779       | 0.4528                    | 0.8340         | 0.7386          | 0.8087      |
| 0.0486        | 39.78 | 14720 | 0.5261          | 0.7403   | 0.8337        | 0.8997           | 0.9476         | 0.8216              | 0.8811            | 0.5423                         | 0.9179              | 0.8762               | 0.8493           | 0.8830    | 0.6863         | 0.7783       | 0.4524                    | 0.8343         | 0.7388          | 0.8089      |
| 0.1896        | 39.84 | 14740 | 0.5485          | 0.7398   | 0.8335        | 0.8994           | 0.9495         | 0.8170              | 0.8746            | 0.5536                         | 0.9167              | 0.8745               | 0.8487           | 0.8827    | 0.6857         | 0.7776       | 0.4523                    | 0.8339         | 0.7378          | 0.8089      |
| 0.1565        | 39.89 | 14760 | 0.5295          | 0.7399   | 0.8316        | 0.8997           | 0.9494         | 0.8081              | 0.8741            | 0.5539                         | 0.9211              | 0.8637               | 0.8505           | 0.8828    | 0.6851         | 0.7775       | 0.4519                    | 0.8345         | 0.7380          | 0.8097      |
| 0.7861        | 39.95 | 14780 | 0.5195          | 0.7403   | 0.8344        | 0.8996           | 0.9476         | 0.8148              | 0.8820            | 0.5559                         | 0.9170              | 0.8717               | 0.8516           | 0.8829    | 0.6859         | 0.7779       | 0.4532                    | 0.8341         | 0.7392          | 0.8094      |
| 0.0816        | 40.0  | 14800 | 0.5328          | 0.7402   | 0.8345        | 0.8995           | 0.9472         | 0.8139              | 0.8796            | 0.5587                         | 0.9175              | 0.8744               | 0.8503           | 0.8830    | 0.6854         | 0.7777       | 0.4534                    | 0.8340         | 0.7384          | 0.8091      |


### Framework versions

- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.17.1
- Tokenizers 0.15.1
