README.md

---
library_name: transformers
license: apache-2.0
base_model: ustc-community/dfine-small-coco
tags:
- object-detection
- vision
- generated_from_trainer
model-index:
- name: dfine-cppe5
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# dfine-cppe5

This model is a fine-tuned version of [ustc-community/dfine-small-coco](https://huggingface.co/ustc-community/dfine-small-coco) on the cppe-5 dataset.
It achieves the following results on the evaluation set:
- Loss: 4.3105
- Map: 0.1854
- Map 50: 0.2891
- Map 75: 0.2037
- Map Small: 0.0615
- Map Medium: 0.1352
- Map Large: 0.2007
- Mar 1: 0.2026
- Mar 10: 0.4969
- Mar 100: 0.5489
- Mar Small: 0.3591
- Mar Medium: 0.4387
- Mar Large: 0.6796
- Map Coverall: 0.6348
- Mar 100 Coverall: 0.7464
- Map Face Shield: 0.0897
- Mar 100 Face Shield: 0.5885
- Map Gloves: 0.0228
- Mar 100 Gloves: 0.3697
- Map Goggles: 0.0629
- Mar 100 Goggles: 0.5239
- Map Mask: 0.1167
- Mar 100 Mask: 0.516

## 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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 300.0

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Map    | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1  | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Coverall | Mar 100 Coverall | Map Face Shield | Mar 100 Face Shield | Map Gloves | Mar 100 Gloves | Map Goggles | Mar 100 Goggles | Map Mask | Mar 100 Mask |
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:------------:|:----------------:|:---------------:|:-------------------:|:----------:|:--------------:|:-----------:|:---------------:|:--------:|:------------:|
| No log        | 1.0   | 107   | 4.7397          | 0.1272 | 0.2199 | 0.1199 | 0.0238    | 0.0845     | 0.1525    | 0.1638 | 0.389  | 0.4963  | 0.3193    | 0.3995     | 0.6218    | 0.4858       | 0.744            | 0.0094          | 0.4607              | 0.0629     | 0.4057         | 0.0036      | 0.35            | 0.0743   | 0.5211       |
| No log        | 2.0   | 214   | 3.9616          | 0.241  | 0.4137 | 0.2407 | 0.1166    | 0.1831     | 0.3048    | 0.2865 | 0.5315 | 0.6025  | 0.4928    | 0.5156     | 0.706     | 0.5714       | 0.7881           | 0.0931          | 0.6033              | 0.1405     | 0.4474         | 0.1212      | 0.5891          | 0.279    | 0.5845       |
| No log        | 3.0   | 321   | 3.9319          | 0.2392 | 0.3918 | 0.2347 | 0.0988    | 0.1515     | 0.3213    | 0.3109 | 0.5318 | 0.5995  | 0.4796    | 0.4894     | 0.7118    | 0.6084       | 0.7929           | 0.1166          | 0.6164              | 0.0936     | 0.4657         | 0.1715      | 0.5935          | 0.2059   | 0.5289       |
| No log        | 4.0   | 428   | 3.9498          | 0.2396 | 0.3815 | 0.2458 | 0.0651    | 0.1566     | 0.328     | 0.2979 | 0.5336 | 0.5957  | 0.4184    | 0.5073     | 0.709     | 0.602        | 0.8071           | 0.1565          | 0.6098              | 0.0744     | 0.4657         | 0.1459      | 0.5652          | 0.2192   | 0.5304       |
| 21.0412       | 5.0   | 535   | 3.8719          | 0.2654 | 0.4173 | 0.2761 | 0.1002    | 0.1622     | 0.3524    | 0.3085 | 0.5551 | 0.6104  | 0.4359    | 0.5035     | 0.7216    | 0.6378       | 0.8048           | 0.2018          | 0.6607              | 0.0458     | 0.464          | 0.1993      | 0.5717          | 0.242    | 0.551        |
| 21.0412       | 6.0   | 642   | 3.8112          | 0.2551 | 0.3955 | 0.2703 | 0.0947    | 0.1752     | 0.333     | 0.2942 | 0.5441 | 0.6127  | 0.4041    | 0.5136     | 0.7249    | 0.6422       | 0.8095           | 0.2108          | 0.6459              | 0.0566     | 0.468          | 0.145       | 0.5761          | 0.2207   | 0.5639       |
| 21.0412       | 7.0   | 749   | 3.8236          | 0.2568 | 0.4011 | 0.2777 | 0.0846    | 0.1902     | 0.3321    | 0.2836 | 0.5435 | 0.6156  | 0.4832    | 0.5138     | 0.7206    | 0.6514       | 0.8065           | 0.2567          | 0.6525              | 0.0421     | 0.4794         | 0.1376      | 0.5761          | 0.1961   | 0.5634       |
| 21.0412       | 8.0   | 856   | 3.8126          | 0.2431 | 0.3778 | 0.2599 | 0.0726    | 0.1656     | 0.3299    | 0.2893 | 0.5415 | 0.6208  | 0.4274    | 0.52       | 0.73      | 0.6479       | 0.7958           | 0.2078          | 0.618               | 0.0511     | 0.4943         | 0.1539      | 0.6283          | 0.155    | 0.5675       |
| 21.0412       | 9.0   | 963   | 3.7309          | 0.2714 | 0.4186 | 0.296  | 0.0863    | 0.1662     | 0.3554    | 0.3179 | 0.5599 | 0.6357  | 0.4967    | 0.5527     | 0.7346    | 0.6597       | 0.803            | 0.2451          | 0.6721              | 0.0685     | 0.5006         | 0.1742      | 0.6239          | 0.2096   | 0.5789       |
| 16.0885       | 10.0  | 1070  | 3.7597          | 0.2574 | 0.4025 | 0.2786 | 0.0787    | 0.1702     | 0.3416    | 0.3014 | 0.55   | 0.626   | 0.4208    | 0.5356     | 0.725     | 0.6523       | 0.7964           | 0.244           | 0.6656              | 0.0747     | 0.4966         | 0.1211      | 0.5978          | 0.1948   | 0.5737       |
| 16.0885       | 11.0  | 1177  | 3.7166          | 0.2677 | 0.4142 | 0.2884 | 0.0736    | 0.1833     | 0.3557    | 0.311  | 0.5545 | 0.6332  | 0.4929    | 0.5321     | 0.7363    | 0.6608       | 0.7899           | 0.2733          | 0.6738              | 0.0511     | 0.5057         | 0.1345      | 0.6087          | 0.219    | 0.5881       |
| 16.0885       | 12.0  | 1284  | 3.6186          | 0.2689 | 0.4157 | 0.2939 | 0.0653    | 0.1893     | 0.3639    | 0.3269 | 0.5569 | 0.6336  | 0.4436    | 0.5529     | 0.7323    | 0.6605       | 0.7839           | 0.2282          | 0.6852              | 0.0786     | 0.5103         | 0.1541      | 0.6022          | 0.2229   | 0.5866       |
| 16.0885       | 13.0  | 1391  | 3.6877          | 0.2601 | 0.402  | 0.2831 | 0.0917    | 0.1805     | 0.3363    | 0.2964 | 0.5644 | 0.6341  | 0.4545    | 0.5233     | 0.7416    | 0.6674       | 0.7988           | 0.229           | 0.6393              | 0.0593     | 0.5194         | 0.1187      | 0.6261          | 0.2262   | 0.5866       |
| 16.0885       | 14.0  | 1498  | 3.7621          | 0.2439 | 0.3748 | 0.2631 | 0.0666    | 0.1607     | 0.3222    | 0.2838 | 0.5485 | 0.6248  | 0.3906    | 0.5133     | 0.734     | 0.6639       | 0.7946           | 0.2481          | 0.6361              | 0.0399     | 0.5057         | 0.103       | 0.6022          | 0.1647   | 0.5856       |
| 15.1531       | 15.0  | 1605  | 3.7746          | 0.235  | 0.3683 | 0.2535 | 0.062     | 0.1502     | 0.3003    | 0.2804 | 0.5472 | 0.6201  | 0.3918    | 0.5218     | 0.7258    | 0.6611       | 0.7845           | 0.2299          | 0.6541              | 0.0324     | 0.4897         | 0.0721      | 0.5848          | 0.1795   | 0.5876       |
| 15.1531       | 16.0  | 1712  | 3.7271          | 0.2402 | 0.3761 | 0.2476 | 0.068     | 0.1883     | 0.301     | 0.2945 | 0.554  | 0.6313  | 0.4119    | 0.5338     | 0.7332    | 0.6614       | 0.7988           | 0.1743          | 0.6492              | 0.0735     | 0.5206         | 0.0804      | 0.6087          | 0.2115   | 0.5794       |
| 15.1531       | 17.0  | 1819  | 3.6995          | 0.2622 | 0.4072 | 0.2828 | 0.0745    | 0.1621     | 0.3404    | 0.2987 | 0.5624 | 0.6411  | 0.4169    | 0.533      | 0.7517    | 0.6715       | 0.797            | 0.2643          | 0.6852              | 0.0419     | 0.4971         | 0.1061      | 0.6304          | 0.227    | 0.5959       |
| 15.1531       | 18.0  | 1926  | 3.7130          | 0.2486 | 0.3872 | 0.2598 | 0.0622    | 0.1503     | 0.3142    | 0.2854 | 0.5452 | 0.6323  | 0.355     | 0.5296     | 0.7553    | 0.6648       | 0.806            | 0.2647          | 0.6623              | 0.049      | 0.5269         | 0.0856      | 0.587           | 0.1792   | 0.5794       |
| 14.5821       | 19.0  | 2033  | 3.7003          | 0.2644 | 0.4098 | 0.282  | 0.0722    | 0.2056     | 0.3418    | 0.2978 | 0.5573 | 0.6422  | 0.4042    | 0.5388     | 0.7495    | 0.6608       | 0.7976           | 0.2702          | 0.6721              | 0.0503     | 0.5211         | 0.1202      | 0.6348          | 0.2204   | 0.5856       |
| 14.5821       | 20.0  | 2140  | 3.6850          | 0.2622 | 0.407  | 0.2831 | 0.0693    | 0.1767     | 0.3415    | 0.313  | 0.5565 | 0.645   | 0.4006    | 0.5436     | 0.7582    | 0.6668       | 0.7929           | 0.2388          | 0.6885              | 0.0451     | 0.5309         | 0.0796      | 0.6152          | 0.2808   | 0.5974       |
| 14.5821       | 21.0  | 2247  | 3.7363          | 0.2463 | 0.3775 | 0.2635 | 0.0557    | 0.1603     | 0.3236    | 0.2745 | 0.551  | 0.6365  | 0.4838    | 0.54       | 0.746     | 0.6675       | 0.7988           | 0.2276          | 0.6902              | 0.0393     | 0.5126         | 0.0661      | 0.587           | 0.2309   | 0.5938       |
| 14.5821       | 22.0  | 2354  | 3.8106          | 0.2383 | 0.3691 | 0.2527 | 0.0777    | 0.1528     | 0.2936    | 0.2696 | 0.5401 | 0.6172  | 0.3829    | 0.5142     | 0.7317    | 0.6642       | 0.7958           | 0.1825          | 0.6475              | 0.0389     | 0.4834         | 0.0652      | 0.5717          | 0.2408   | 0.5876       |
| 14.5821       | 23.0  | 2461  | 3.7385          | 0.2515 | 0.3986 | 0.2628 | 0.0663    | 0.1658     | 0.3241    | 0.3014 | 0.5564 | 0.6409  | 0.4272    | 0.5585     | 0.7422    | 0.6513       | 0.7899           | 0.2374          | 0.6902              | 0.049      | 0.524          | 0.0816      | 0.6087          | 0.238    | 0.5918       |
| 14.1787       | 24.0  | 2568  | 3.7549          | 0.2444 | 0.3787 | 0.2592 | 0.0689    | 0.161      | 0.3082    | 0.2842 | 0.5598 | 0.6359  | 0.483     | 0.5299     | 0.7504    | 0.6587       | 0.7881           | 0.2427          | 0.6934              | 0.0407     | 0.5166         | 0.0728      | 0.5804          | 0.2073   | 0.601        |
| 14.1787       | 25.0  | 2675  | 3.6648          | 0.2654 | 0.4129 | 0.2758 | 0.0692    | 0.1744     | 0.3496    | 0.3018 | 0.5649 | 0.6228  | 0.3994    | 0.527      | 0.7381    | 0.6672       | 0.7869           | 0.2299          | 0.6623              | 0.0782     | 0.4903         | 0.0753      | 0.5696          | 0.2763   | 0.6052       |
| 14.1787       | 26.0  | 2782  | 3.7563          | 0.2554 | 0.4015 | 0.2717 | 0.086     | 0.1806     | 0.3276    | 0.3037 | 0.5619 | 0.6423  | 0.4954    | 0.5506     | 0.745     | 0.6639       | 0.7863           | 0.2338          | 0.7098              | 0.0458     | 0.5246         | 0.0827      | 0.5957          | 0.2507   | 0.5954       |
| 14.1787       | 27.0  | 2889  | 3.7496          | 0.2614 | 0.4102 | 0.2823 | 0.0788    | 0.1558     | 0.3382    | 0.2991 | 0.5649 | 0.6254  | 0.4087    | 0.5288     | 0.7306    | 0.6544       | 0.7815           | 0.2311          | 0.6738              | 0.0633     | 0.4897         | 0.061       | 0.5826          | 0.2973   | 0.5995       |
| 14.1787       | 28.0  | 2996  | 3.7521          | 0.2464 | 0.3859 | 0.2587 | 0.0956    | 0.1416     | 0.3077    | 0.278  | 0.5592 | 0.6287  | 0.3855    | 0.5288     | 0.74      | 0.6656       | 0.7887           | 0.1633          | 0.659               | 0.0621     | 0.5069         | 0.0718      | 0.5935          | 0.2692   | 0.5954       |
| 13.8439       | 29.0  | 3103  | 3.7792          | 0.2442 | 0.3811 | 0.2637 | 0.0736    | 0.1636     | 0.3086    | 0.2783 | 0.5596 | 0.6287  | 0.3766    | 0.5387     | 0.744     | 0.6697       | 0.7905           | 0.1727          | 0.6557              | 0.0605     | 0.5154         | 0.1002      | 0.5957          | 0.2177   | 0.5861       |
| 13.8439       | 30.0  | 3210  | 3.8038          | 0.2398 | 0.3695 | 0.2515 | 0.0755    | 0.1518     | 0.2997    | 0.2712 | 0.5551 | 0.6207  | 0.3656    | 0.5156     | 0.7396    | 0.6746       | 0.794            | 0.1651          | 0.6393              | 0.0598     | 0.5126         | 0.0895      | 0.5674          | 0.2098   | 0.5902       |
| 13.8439       | 31.0  | 3317  | 3.8390          | 0.2251 | 0.3411 | 0.2363 | 0.0789    | 0.1216     | 0.278     | 0.2514 | 0.5601 | 0.6249  | 0.3869    | 0.5252     | 0.7408    | 0.6691       | 0.7893           | 0.1361          | 0.6344              | 0.0683     | 0.5309         | 0.0761      | 0.6             | 0.1759   | 0.5701       |
| 13.8439       | 32.0  | 3424  | 3.8563          | 0.242  | 0.3704 | 0.2579 | 0.0778    | 0.16       | 0.3013    | 0.2655 | 0.5522 | 0.6219  | 0.3907    | 0.5122     | 0.7426    | 0.674        | 0.8018           | 0.1991          | 0.6426              | 0.0464     | 0.4846         | 0.0879      | 0.6             | 0.2026   | 0.5804       |
| 13.6067       | 33.0  | 3531  | 3.8879          | 0.2197 | 0.3385 | 0.2361 | 0.0742    | 0.1552     | 0.2627    | 0.2696 | 0.546  | 0.621   | 0.3411    | 0.5377     | 0.7449    | 0.677        | 0.7917           | 0.1684          | 0.6426              | 0.033      | 0.5074         | 0.0699      | 0.5957          | 0.1505   | 0.5675       |
| 13.6067       | 34.0  | 3638  | 3.9045          | 0.2183 | 0.3359 | 0.2324 | 0.0763    | 0.1521     | 0.2598    | 0.2738 | 0.5442 | 0.6279  | 0.3911    | 0.5245     | 0.7508    | 0.6703       | 0.7929           | 0.1822          | 0.6525              | 0.0299     | 0.5046         | 0.0769      | 0.6196          | 0.1324   | 0.5701       |
| 13.6067       | 35.0  | 3745  | 3.8774          | 0.225  | 0.347  | 0.2421 | 0.0831    | 0.1496     | 0.2646    | 0.284  | 0.5594 | 0.6206  | 0.3808    | 0.5252     | 0.742     | 0.6739       | 0.7899           | 0.1885          | 0.6525              | 0.0391     | 0.5046         | 0.0759      | 0.5891          | 0.1474   | 0.567        |
| 13.6067       | 36.0  | 3852  | 3.8910          | 0.2126 | 0.3279 | 0.2275 | 0.0775    | 0.1145     | 0.2613    | 0.2492 | 0.5457 | 0.6154  | 0.3664    | 0.5159     | 0.7294    | 0.6656       | 0.7952           | 0.138           | 0.6197              | 0.0435     | 0.5            | 0.0601      | 0.6             | 0.1556   | 0.5619       |
| 13.6067       | 37.0  | 3959  | 3.9189          | 0.2133 | 0.3318 | 0.2276 | 0.0599    | 0.1227     | 0.2515    | 0.2551 | 0.5438 | 0.6131  | 0.3815    | 0.5215     | 0.7249    | 0.6713       | 0.7946           | 0.1682          | 0.6262              | 0.0342     | 0.4897         | 0.048       | 0.5717          | 0.1446   | 0.583        |
| 13.3478       | 38.0  | 4066  | 3.8705          | 0.2263 | 0.3467 | 0.2368 | 0.0591    | 0.1109     | 0.2857    | 0.2525 | 0.5428 | 0.6245  | 0.4438    | 0.5322     | 0.7408    | 0.6674       | 0.7929           | 0.1975          | 0.6459              | 0.0294     | 0.4966         | 0.0862      | 0.6022          | 0.151    | 0.5851       |
| 13.3478       | 39.0  | 4173  | 3.9476          | 0.2168 | 0.331  | 0.2291 | 0.0691    | 0.1545     | 0.2501    | 0.2568 | 0.5576 | 0.6206  | 0.4045    | 0.5344     | 0.7371    | 0.6753       | 0.7857           | 0.1737          | 0.6738              | 0.041      | 0.4869         | 0.0673      | 0.5891          | 0.1267   | 0.5675       |
| 13.3478       | 40.0  | 4280  | 3.9472          | 0.2048 | 0.3145 | 0.2131 | 0.0564    | 0.1358     | 0.237     | 0.2343 | 0.5432 | 0.6098  | 0.4258    | 0.5103     | 0.7256    | 0.6652       | 0.7857           | 0.1447          | 0.6344              | 0.0321     | 0.4846         | 0.0637      | 0.5826          | 0.1181   | 0.5619       |
| 13.3478       | 41.0  | 4387  | 3.9601          | 0.1989 | 0.3073 | 0.2079 | 0.0544    | 0.1283     | 0.2328    | 0.2369 | 0.5291 | 0.6056  | 0.3644    | 0.507      | 0.7269    | 0.6723       | 0.7935           | 0.1215          | 0.6131              | 0.0301     | 0.476          | 0.0704      | 0.5804          | 0.1002   | 0.5649       |
| 13.3478       | 42.0  | 4494  | 3.9460          | 0.2098 | 0.3253 | 0.2257 | 0.072     | 0.1122     | 0.2473    | 0.2448 | 0.5418 | 0.6052  | 0.3503    | 0.5061     | 0.7279    | 0.6706       | 0.7869           | 0.1515          | 0.623               | 0.0266     | 0.4783         | 0.0681      | 0.5717          | 0.1325   | 0.566        |
| 13.1094       | 43.0  | 4601  | 4.0050          | 0.2025 | 0.3119 | 0.21   | 0.0544    | 0.1175     | 0.2319    | 0.2287 | 0.5455 | 0.6007  | 0.3455    | 0.4998     | 0.7267    | 0.6709       | 0.8              | 0.1476          | 0.5967              | 0.0325     | 0.48           | 0.06        | 0.5696          | 0.1015   | 0.5572       |
| 13.1094       | 44.0  | 4708  | 3.9759          | 0.2014 | 0.3132 | 0.2105 | 0.0675    | 0.1422     | 0.2232    | 0.2329 | 0.5463 | 0.6148  | 0.4238    | 0.5241     | 0.7281    | 0.6798       | 0.7952           | 0.1296          | 0.623               | 0.0259     | 0.4749         | 0.0617      | 0.6196          | 0.11     | 0.5613       |
| 13.1094       | 45.0  | 4815  | 4.0146          | 0.1978 | 0.3057 | 0.2097 | 0.0629    | 0.13       | 0.2256    | 0.2405 | 0.5337 | 0.6139  | 0.4065    | 0.509      | 0.7351    | 0.6667       | 0.7982           | 0.131           | 0.6066              | 0.0264     | 0.4954         | 0.0551      | 0.6022          | 0.1099   | 0.567        |
| 13.1094       | 46.0  | 4922  | 4.0543          | 0.2076 | 0.3194 | 0.2179 | 0.0532    | 0.147      | 0.2417    | 0.2448 | 0.5344 | 0.6074  | 0.3566    | 0.5216     | 0.7278    | 0.6751       | 0.7881           | 0.1835          | 0.6279              | 0.0265     | 0.4617         | 0.0512      | 0.6             | 0.1018   | 0.5593       |
| 12.8775       | 47.0  | 5029  | 3.9763          | 0.2058 | 0.315  | 0.2142 | 0.0599    | 0.1479     | 0.2363    | 0.2332 | 0.5365 | 0.612   | 0.3936    | 0.5271     | 0.7232    | 0.6715       | 0.7952           | 0.1502          | 0.6213              | 0.0271     | 0.4846         | 0.0614      | 0.5935          | 0.119    | 0.5655       |
| 12.8775       | 48.0  | 5136  | 4.0866          | 0.1969 | 0.3007 | 0.2135 | 0.0608    | 0.1378     | 0.2261    | 0.213  | 0.5281 | 0.5986  | 0.3463    | 0.5127     | 0.7219    | 0.6681       | 0.7821           | 0.1325          | 0.5918              | 0.0244     | 0.4686         | 0.0664      | 0.5935          | 0.093    | 0.5572       |
| 12.8775       | 49.0  | 5243  | 4.0685          | 0.1911 | 0.2889 | 0.2094 | 0.0541    | 0.1322     | 0.2186    | 0.2092 | 0.5262 | 0.601   | 0.3995    | 0.5013     | 0.7195    | 0.6704       | 0.7857           | 0.1259          | 0.6246              | 0.0265     | 0.4909         | 0.0435      | 0.5543          | 0.0892   | 0.5495       |
| 12.8775       | 50.0  | 5350  | 4.0477          | 0.1933 | 0.2945 | 0.2073 | 0.0534    | 0.0965     | 0.2261    | 0.2254 | 0.5214 | 0.6025  | 0.3948    | 0.5139     | 0.7211    | 0.6669       | 0.8024           | 0.1207          | 0.6148              | 0.0256     | 0.4846         | 0.0434      | 0.5609          | 0.1096   | 0.55         |
| 12.8775       | 51.0  | 5457  | 4.0289          | 0.1971 | 0.3015 | 0.2056 | 0.0568    | 0.1118     | 0.2326    | 0.2297 | 0.5302 | 0.5978  | 0.3605    | 0.5068     | 0.7276    | 0.6691       | 0.7917           | 0.1176          | 0.6246              | 0.0305     | 0.4577         | 0.056       | 0.5674          | 0.1122   | 0.5474       |
| 12.6822       | 52.0  | 5564  | 4.0465          | 0.1894 | 0.2922 | 0.2016 | 0.0523    | 0.1303     | 0.2156    | 0.2365 | 0.5252 | 0.6105  | 0.3801    | 0.5172     | 0.7339    | 0.6632       | 0.7833           | 0.1015          | 0.6492              | 0.0285     | 0.4851         | 0.0414      | 0.5804          | 0.1122   | 0.5546       |
| 12.6822       | 53.0  | 5671  | 4.0514          | 0.1934 | 0.2994 | 0.2066 | 0.0694    | 0.1269     | 0.2171    | 0.2105 | 0.5263 | 0.5998  | 0.3466    | 0.4993     | 0.7275    | 0.6665       | 0.7929           | 0.0902          | 0.6115              | 0.0245     | 0.4617         | 0.0617      | 0.5739          | 0.1242   | 0.5593       |
| 12.6822       | 54.0  | 5778  | 4.0613          | 0.193  | 0.2964 | 0.2047 | 0.0514    | 0.1171     | 0.2196    | 0.2256 | 0.5059 | 0.5999  | 0.3727    | 0.4939     | 0.7212    | 0.6664       | 0.7911           | 0.1127          | 0.6246              | 0.0209     | 0.4674         | 0.0638      | 0.563           | 0.1009   | 0.5536       |
| 12.6822       | 55.0  | 5885  | 4.0854          | 0.181  | 0.2857 | 0.1943 | 0.0471    | 0.0988     | 0.1995    | 0.2084 | 0.5305 | 0.6052  | 0.4208    | 0.503      | 0.7293    | 0.6559       | 0.7857           | 0.0853          | 0.6328              | 0.0219     | 0.468          | 0.048       | 0.5957          | 0.0941   | 0.5438       |
| 12.6822       | 56.0  | 5992  | 4.0695          | 0.1846 | 0.2873 | 0.1903 | 0.0658    | 0.1336     | 0.1974    | 0.2223 | 0.521  | 0.6022  | 0.4269    | 0.4958     | 0.7226    | 0.6635       | 0.7839           | 0.0829          | 0.6311              | 0.0279     | 0.4817         | 0.0342      | 0.5565          | 0.1144   | 0.5577       |
| 12.5885       | 57.0  | 6099  | 4.0939          | 0.1848 | 0.2886 | 0.1989 | 0.0558    | 0.1348     | 0.2025    | 0.2122 | 0.532  | 0.602   | 0.4064    | 0.4988     | 0.7299    | 0.6712       | 0.7929           | 0.0685          | 0.6246              | 0.0246     | 0.4657         | 0.0324      | 0.563           | 0.1274   | 0.5639       |
| 12.5885       | 58.0  | 6206  | 4.0995          | 0.1874 | 0.2859 | 0.2015 | 0.0548    | 0.1305     | 0.2055    | 0.1976 | 0.5212 | 0.5876  | 0.375     | 0.4755     | 0.71      | 0.669        | 0.7845           | 0.0787          | 0.6197              | 0.0246     | 0.4554         | 0.0546      | 0.5196          | 0.1101   | 0.5588       |
| 12.5885       | 59.0  | 6313  | 4.1675          | 0.1736 | 0.2668 | 0.1853 | 0.0635    | 0.1111     | 0.179     | 0.1869 | 0.5162 | 0.5976  | 0.4251    | 0.5032     | 0.7155    | 0.6696       | 0.781            | 0.0514          | 0.6393              | 0.0245     | 0.4623         | 0.0293      | 0.5609          | 0.0931   | 0.5443       |
| 12.5885       | 60.0  | 6420  | 4.0616          | 0.196  | 0.2989 | 0.2096 | 0.0822    | 0.1361     | 0.2226    | 0.2147 | 0.5222 | 0.5966  | 0.3634    | 0.5042     | 0.7258    | 0.6721       | 0.7833           | 0.0694          | 0.6328              | 0.0246     | 0.4537         | 0.0812      | 0.55            | 0.1325   | 0.5634       |
| 12.4033       | 61.0  | 6527  | 4.0737          | 0.2015 | 0.309  | 0.2151 | 0.0747    | 0.1441     | 0.2239    | 0.2152 | 0.5288 | 0.6122  | 0.3952    | 0.5161     | 0.7296    | 0.6684       | 0.7821           | 0.1061          | 0.682               | 0.0264     | 0.464          | 0.0582      | 0.5717          | 0.1484   | 0.5613       |
| 12.4033       | 62.0  | 6634  | 4.0697          | 0.1907 | 0.2975 | 0.1996 | 0.0608    | 0.104      | 0.2093    | 0.2182 | 0.5344 | 0.6103  | 0.4249    | 0.527      | 0.7234    | 0.6577       | 0.7821           | 0.0965          | 0.659               | 0.0261     | 0.464          | 0.0582      | 0.5913          | 0.115    | 0.5552       |
| 12.4033       | 63.0  | 6741  | 4.0805          | 0.1927 | 0.3002 | 0.2054 | 0.0656    | 0.11       | 0.2203    | 0.2246 | 0.5241 | 0.6013  | 0.4004    | 0.5095     | 0.7221    | 0.6574       | 0.7857           | 0.1246          | 0.6393              | 0.0251     | 0.4497         | 0.0421      | 0.5717          | 0.1143   | 0.5598       |
| 12.4033       | 64.0  | 6848  | 4.1159          | 0.1925 | 0.3024 | 0.2052 | 0.0684    | 0.1123     | 0.207     | 0.2239 | 0.5294 | 0.6003  | 0.3986    | 0.5077     | 0.7133    | 0.6696       | 0.7899           | 0.1072          | 0.6328              | 0.0249     | 0.4651         | 0.0361      | 0.5587          | 0.125    | 0.5552       |
| 12.4033       | 65.0  | 6955  | 4.0812          | 0.1932 | 0.2996 | 0.201  | 0.0777    | 0.1052     | 0.2136    | 0.2179 | 0.5252 | 0.5977  | 0.3821    | 0.5009     | 0.7202    | 0.6613       | 0.775            | 0.0921          | 0.6475              | 0.0291     | 0.4554         | 0.0618      | 0.5587          | 0.1215   | 0.5521       |
| 12.3235       | 66.0  | 7062  | 4.0993          | 0.1958 | 0.3026 | 0.2057 | 0.0697    | 0.1357     | 0.2149    | 0.2185 | 0.5142 | 0.588   | 0.3417    | 0.4869     | 0.7179    | 0.6657       | 0.781            | 0.1108          | 0.6311              | 0.0228     | 0.4389         | 0.0546      | 0.5413          | 0.1253   | 0.5479       |
| 12.3235       | 67.0  | 7169  | 4.1024          | 0.1887 | 0.2937 | 0.2027 | 0.0628    | 0.117      | 0.201     | 0.2077 | 0.5425 | 0.6093  | 0.4051    | 0.5207     | 0.7189    | 0.6649       | 0.7786           | 0.114           | 0.6754              | 0.0265     | 0.46           | 0.0292      | 0.5783          | 0.109    | 0.5541       |
| 12.3235       | 68.0  | 7276  | 4.1408          | 0.1817 | 0.2817 | 0.1924 | 0.0533    | 0.1267     | 0.1948    | 0.196  | 0.5207 | 0.5935  | 0.3745    | 0.4976     | 0.7133    | 0.6635       | 0.7887           | 0.0736          | 0.623               | 0.0233     | 0.4594         | 0.0435      | 0.5435          | 0.1047   | 0.5531       |
| 12.3235       | 69.0  | 7383  | 4.1093          | 0.1884 | 0.2897 | 0.2011 | 0.0736    | 0.1238     | 0.2104    | 0.2059 | 0.5065 | 0.5881  | 0.3706    | 0.4944     | 0.7143    | 0.6634       | 0.7786           | 0.0758          | 0.6279              | 0.0231     | 0.4446         | 0.0556      | 0.537           | 0.1239   | 0.5526       |
| 12.3235       | 70.0  | 7490  | 4.1101          | 0.182  | 0.2825 | 0.1939 | 0.0612    | 0.1084     | 0.1948    | 0.1979 | 0.5172 | 0.5946  | 0.3603    | 0.5044     | 0.7192    | 0.663        | 0.7792           | 0.0757          | 0.6492              | 0.0249     | 0.456          | 0.0423      | 0.55            | 0.104    | 0.5387       |
| 12.2153       | 71.0  | 7597  | 4.0990          | 0.1776 | 0.2736 | 0.1896 | 0.0652    | 0.121      | 0.1868    | 0.1941 | 0.5121 | 0.5767  | 0.3273    | 0.4858     | 0.7024    | 0.6678       | 0.7827           | 0.0738          | 0.618               | 0.0249     | 0.4337         | 0.0251      | 0.5109          | 0.0965   | 0.5381       |
| 12.2153       | 72.0  | 7704  | 4.1481          | 0.1826 | 0.2819 | 0.196  | 0.0586    | 0.1071     | 0.2038    | 0.216  | 0.5192 | 0.5906  | 0.3894    | 0.4803     | 0.7152    | 0.6638       | 0.778            | 0.0708          | 0.6295              | 0.0249     | 0.4651         | 0.0429      | 0.5326          | 0.1108   | 0.5479       |
| 12.2153       | 73.0  | 7811  | 4.1394          | 0.1774 | 0.2727 | 0.1934 | 0.1228    | 0.1023     | 0.1899    | 0.1956 | 0.5206 | 0.5866  | 0.3726    | 0.5054     | 0.7141    | 0.6664       | 0.7905           | 0.0661          | 0.6328              | 0.0287     | 0.4469         | 0.0274      | 0.5283          | 0.0985   | 0.5345       |
| 12.2153       | 74.0  | 7918  | 4.1572          | 0.1861 | 0.2896 | 0.1978 | 0.0695    | 0.1127     | 0.2078    | 0.1954 | 0.5251 | 0.5851  | 0.3868    | 0.489      | 0.7049    | 0.653        | 0.7833           | 0.055           | 0.6295              | 0.034      | 0.4697         | 0.0702      | 0.5174          | 0.1184   | 0.5258       |
| 12.0407       | 75.0  | 8025  | 4.1895          | 0.1834 | 0.2814 | 0.1957 | 0.0654    | 0.0982     | 0.2017    | 0.1905 | 0.5143 | 0.5921  | 0.3963    | 0.4992     | 0.7087    | 0.6542       | 0.7792           | 0.0678          | 0.6426              | 0.0225     | 0.4474         | 0.0691      | 0.5522          | 0.1036   | 0.5392       |
| 12.0407       | 76.0  | 8132  | 4.1490          | 0.1828 | 0.2818 | 0.1951 | 0.0706    | 0.1122     | 0.2038    | 0.1867 | 0.5036 | 0.5717  | 0.3594    | 0.4637     | 0.6976    | 0.659        | 0.7792           | 0.051           | 0.6148              | 0.0243     | 0.4309         | 0.0679      | 0.4935          | 0.1116   | 0.5402       |
| 12.0407       | 77.0  | 8239  | 4.1239          | 0.182  | 0.2857 | 0.1896 | 0.0768    | 0.1284     | 0.1967    | 0.1877 | 0.5296 | 0.5874  | 0.3899    | 0.4863     | 0.7101    | 0.6519       | 0.7726           | 0.0538          | 0.6246              | 0.0355     | 0.4623         | 0.0593      | 0.5326          | 0.1095   | 0.5448       |
| 12.0407       | 78.0  | 8346  | 4.1689          | 0.1914 | 0.2961 | 0.2025 | 0.0873    | 0.1369     | 0.2141    | 0.1942 | 0.5247 | 0.5867  | 0.3577    | 0.4879     | 0.7179    | 0.6575       | 0.7821           | 0.0518          | 0.6213              | 0.0376     | 0.4463         | 0.0795      | 0.5391          | 0.1306   | 0.5448       |
| 12.0407       | 79.0  | 8453  | 4.1840          | 0.1783 | 0.278  | 0.1905 | 0.0751    | 0.122      | 0.1904    | 0.1861 | 0.5152 | 0.5806  | 0.3758    | 0.4908     | 0.6994    | 0.653        | 0.7679           | 0.0423          | 0.6033              | 0.026      | 0.448          | 0.061       | 0.537           | 0.1092   | 0.5469       |
| 11.8549       | 80.0  | 8560  | 4.1766          | 0.1792 | 0.2777 | 0.1883 | 0.0787    | 0.1292     | 0.191     | 0.1855 | 0.5194 | 0.5731  | 0.357     | 0.4804     | 0.6948    | 0.6521       | 0.7815           | 0.0513          | 0.6098              | 0.0269     | 0.4211         | 0.0579      | 0.5217          | 0.1079   | 0.5314       |
| 11.8549       | 81.0  | 8667  | 4.1834          | 0.1757 | 0.2719 | 0.1855 | 0.0672    | 0.1302     | 0.188     | 0.1886 | 0.5109 | 0.5863  | 0.3395    | 0.4991     | 0.7145    | 0.6468       | 0.769            | 0.049           | 0.6475              | 0.0238     | 0.4291         | 0.0606      | 0.5543          | 0.0982   | 0.5314       |
| 11.8549       | 82.0  | 8774  | 4.1730          | 0.1758 | 0.2764 | 0.1908 | 0.0569    | 0.1293     | 0.1848    | 0.1904 | 0.5208 | 0.5824  | 0.3672    | 0.4968     | 0.7019    | 0.6523       | 0.7804           | 0.0488          | 0.6164              | 0.0288     | 0.4463         | 0.0321      | 0.5391          | 0.1171   | 0.5299       |
| 11.8549       | 83.0  | 8881  | 4.0861          | 0.1882 | 0.2952 | 0.199  | 0.0627    | 0.1283     | 0.2088    | 0.2123 | 0.524  | 0.5809  | 0.3537    | 0.497      | 0.7012    | 0.6511       | 0.769            | 0.0869          | 0.6279              | 0.0318     | 0.4623         | 0.0581      | 0.5152          | 0.1131   | 0.5299       |
| 11.8549       | 84.0  | 8988  | 4.1786          | 0.1737 | 0.273  | 0.1832 | 0.0552    | 0.1237     | 0.1821    | 0.1985 | 0.5085 | 0.5781  | 0.3794    | 0.4892     | 0.698     | 0.6536       | 0.7833           | 0.0531          | 0.6                 | 0.0255     | 0.4594         | 0.0333      | 0.5217          | 0.103    | 0.5258       |
| 11.8194       | 85.0  | 9095  | 4.2127          | 0.1823 | 0.2871 | 0.1875 | 0.0772    | 0.1241     | 0.1961    | 0.199  | 0.5191 | 0.586   | 0.3954    | 0.507      | 0.694     | 0.6407       | 0.7679           | 0.0608          | 0.6393              | 0.0287     | 0.4389         | 0.068       | 0.5478          | 0.1131   | 0.5361       |
| 11.8194       | 86.0  | 9202  | 4.2003          | 0.1758 | 0.275  | 0.1868 | 0.0615    | 0.1168     | 0.1933    | 0.1868 | 0.5167 | 0.5774  | 0.3391    | 0.4879     | 0.7041    | 0.649        | 0.7833           | 0.0503          | 0.6262              | 0.0234     | 0.4257         | 0.0599      | 0.5217          | 0.0967   | 0.5299       |
| 11.8194       | 87.0  | 9309  | 4.2303          | 0.1686 | 0.2658 | 0.1846 | 0.061     | 0.1202     | 0.179     | 0.1775 | 0.5063 | 0.5741  | 0.3559    | 0.4936     | 0.6919    | 0.6492       | 0.778            | 0.0617          | 0.6295              | 0.0194     | 0.4229         | 0.0314      | 0.5196          | 0.0812   | 0.5206       |
| 11.8194       | 88.0  | 9416  | 4.1282          | 0.1834 | 0.2905 | 0.1958 | 0.0751    | 0.135      | 0.1941    | 0.2056 | 0.5158 | 0.5893  | 0.414     | 0.5032     | 0.7009    | 0.6539       | 0.7839           | 0.058           | 0.6393              | 0.0231     | 0.4286         | 0.0472      | 0.5478          | 0.1346   | 0.5469       |
| 11.6666       | 89.0  | 9523  | 4.1628          | 0.1737 | 0.2739 | 0.1826 | 0.078     | 0.1197     | 0.1834    | 0.1953 | 0.5013 | 0.5779  | 0.3853    | 0.4967     | 0.6986    | 0.6567       | 0.7744           | 0.0492          | 0.6246              | 0.0205     | 0.4297         | 0.0344      | 0.5283          | 0.1077   | 0.5325       |
| 11.6666       | 90.0  | 9630  | 4.1541          | 0.1841 | 0.2858 | 0.1964 | 0.0665    | 0.1358     | 0.1974    | 0.2127 | 0.5123 | 0.5797  | 0.3837    | 0.4921     | 0.6954    | 0.65         | 0.7696           | 0.0598          | 0.623               | 0.0221     | 0.4303         | 0.0689      | 0.5283          | 0.1197   | 0.5474       |
| 11.6666       | 91.0  | 9737  | 4.1687          | 0.1818 | 0.2828 | 0.1908 | 0.0804    | 0.1205     | 0.2006    | 0.2039 | 0.5196 | 0.5822  | 0.3812    | 0.4905     | 0.7035    | 0.6507       | 0.7869           | 0.0612          | 0.623               | 0.0242     | 0.4309         | 0.0784      | 0.5457          | 0.0943   | 0.5247       |
| 11.6666       | 92.0  | 9844  | 4.1481          | 0.1759 | 0.2778 | 0.1854 | 0.064     | 0.1328     | 0.1863    | 0.1989 | 0.5034 | 0.5778  | 0.384     | 0.4952     | 0.7003    | 0.6492       | 0.7631           | 0.0595          | 0.6213              | 0.0241     | 0.4331         | 0.0397      | 0.5391          | 0.1073   | 0.5325       |
| 11.6666       | 93.0  | 9951  | 4.1794          | 0.1807 | 0.2827 | 0.1924 | 0.0552    | 0.1287     | 0.1954    | 0.2017 | 0.5177 | 0.5864  | 0.4002    | 0.5072     | 0.7071    | 0.6555       | 0.7762           | 0.066           | 0.641               | 0.0237     | 0.444          | 0.0412      | 0.5413          | 0.1168   | 0.5294       |
| 11.5393       | 94.0  | 10058 | 4.1622          | 0.1808 | 0.2842 | 0.1902 | 0.0848    | 0.1194     | 0.1918    | 0.1876 | 0.518  | 0.5814  | 0.3949    | 0.4924     | 0.6892    | 0.6508       | 0.7714           | 0.0538          | 0.6475              | 0.0299     | 0.4411         | 0.0535      | 0.5152          | 0.1162   | 0.5314       |
| 11.5393       | 95.0  | 10165 | 4.2334          | 0.1725 | 0.2748 | 0.1856 | 0.0597    | 0.1349     | 0.1774    | 0.1886 | 0.5159 | 0.5812  | 0.3791    | 0.487      | 0.7071    | 0.6467       | 0.7744           | 0.0553          | 0.623               | 0.0239     | 0.4503         | 0.0341      | 0.5348          | 0.1026   | 0.5237       |
| 11.5393       | 96.0  | 10272 | 4.1738          | 0.1834 | 0.2917 | 0.1964 | 0.083     | 0.1404     | 0.1907    | 0.1968 | 0.5142 | 0.5874  | 0.3927    | 0.5074     | 0.7018    | 0.6526       | 0.7726           | 0.069           | 0.641               | 0.022      | 0.4371         | 0.0416      | 0.537           | 0.1317   | 0.5495       |
| 11.5393       | 97.0  | 10379 | 4.1651          | 0.186  | 0.2911 | 0.1955 | 0.0882    | 0.1311     | 0.2025    | 0.196  | 0.5143 | 0.5884  | 0.3796    | 0.4962     | 0.7161    | 0.6521       | 0.778            | 0.0641          | 0.6377              | 0.0215     | 0.4371         | 0.065       | 0.537           | 0.1272   | 0.5521       |
| 11.5393       | 98.0  | 10486 | 4.1364          | 0.1921 | 0.3017 | 0.2006 | 0.06      | 0.1356     | 0.2175    | 0.2141 | 0.5213 | 0.5822  | 0.3715    | 0.484      | 0.7073    | 0.6537       | 0.778            | 0.0801          | 0.6262              | 0.026      | 0.4309         | 0.0786      | 0.537           | 0.1223   | 0.5392       |
| 11.5127       | 99.0  | 10593 | 4.1366          | 0.1842 | 0.2853 | 0.1963 | 0.0633    | 0.1287     | 0.2036    | 0.2175 | 0.5114 | 0.5824  | 0.3979    | 0.4679     | 0.7031    | 0.6498       | 0.7631           | 0.0715          | 0.6295              | 0.0242     | 0.448          | 0.0747      | 0.5261          | 0.1007   | 0.5454       |
| 11.5127       | 100.0 | 10700 | 4.2052          | 0.1784 | 0.2799 | 0.1893 | 0.0624    | 0.1328     | 0.1868    | 0.1994 | 0.5103 | 0.5768  | 0.375     | 0.4775     | 0.694     | 0.6569       | 0.7655           | 0.0781          | 0.6361              | 0.02       | 0.4263         | 0.0341      | 0.5239          | 0.1032   | 0.5325       |
| 11.5127       | 101.0 | 10807 | 4.2395          | 0.1747 | 0.2753 | 0.1805 | 0.0563    | 0.1299     | 0.1839    | 0.1884 | 0.5102 | 0.5782  | 0.3918    | 0.4842     | 0.7036    | 0.6467       | 0.7625           | 0.0602          | 0.6475              | 0.0178     | 0.4286         | 0.041       | 0.5174          | 0.1076   | 0.5351       |
| 11.5127       | 102.0 | 10914 | 4.1320          | 0.1873 | 0.2942 | 0.2022 | 0.0648    | 0.1372     | 0.2066    | 0.2039 | 0.5209 | 0.5828  | 0.3808    | 0.4865     | 0.7072    | 0.6487       | 0.7762           | 0.0666          | 0.618               | 0.0251     | 0.4383         | 0.0685      | 0.5391          | 0.1274   | 0.5423       |
| 11.3558       | 103.0 | 11021 | 4.1387          | 0.1897 | 0.2913 | 0.2066 | 0.0609    | 0.1399     | 0.2145    | 0.2116 | 0.5217 | 0.5856  | 0.3812    | 0.5007     | 0.7112    | 0.6524       | 0.769            | 0.0631          | 0.6246              | 0.024      | 0.4509         | 0.1059      | 0.5435          | 0.103    | 0.5402       |
| 11.3558       | 104.0 | 11128 | 4.1674          | 0.1849 | 0.2933 | 0.2005 | 0.1038    | 0.1382     | 0.1934    | 0.2125 | 0.5194 | 0.5771  | 0.3516    | 0.4854     | 0.7023    | 0.6486       | 0.7655           | 0.0743          | 0.6295              | 0.0276     | 0.428          | 0.047       | 0.5413          | 0.1271   | 0.5211       |
| 11.3558       | 105.0 | 11235 | 4.1457          | 0.1867 | 0.3025 | 0.197  | 0.0805    | 0.1368     | 0.1965    | 0.208  | 0.5132 | 0.5756  | 0.3737    | 0.4788     | 0.6914    | 0.6481       | 0.7673           | 0.0782          | 0.6115              | 0.0283     | 0.4349         | 0.0495      | 0.5239          | 0.1293   | 0.5407       |
| 11.3558       | 106.0 | 11342 | 4.1821          | 0.1848 | 0.2878 | 0.1988 | 0.0586    | 0.1463     | 0.2034    | 0.1865 | 0.5147 | 0.5746  | 0.3614    | 0.4995     | 0.691     | 0.6476       | 0.7637           | 0.0611          | 0.6295              | 0.0253     | 0.4389         | 0.0773      | 0.5065          | 0.1126   | 0.5345       |
| 11.3558       | 107.0 | 11449 | 4.2400          | 0.173  | 0.2793 | 0.1809 | 0.0662    | 0.122      | 0.1808    | 0.1959 | 0.5033 | 0.5806  | 0.4001    | 0.506      | 0.7042    | 0.6385       | 0.7661           | 0.0652          | 0.6295              | 0.021      | 0.432          | 0.0312      | 0.5391          | 0.1094   | 0.5361       |
| 11.2954       | 108.0 | 11556 | 4.1172          | 0.1916 | 0.3015 | 0.2047 | 0.0777    | 0.1495     | 0.2211    | 0.2122 | 0.5194 | 0.5866  | 0.3739    | 0.498      | 0.7162    | 0.6461       | 0.7738           | 0.0767          | 0.6393              | 0.0284     | 0.4349         | 0.0789      | 0.5478          | 0.1281   | 0.5371       |
| 11.2954       | 109.0 | 11663 | 4.1862          | 0.1879 | 0.2939 | 0.1967 | 0.0827    | 0.1372     | 0.2096    | 0.2035 | 0.5048 | 0.5785  | 0.3668    | 0.495      | 0.7034    | 0.6555       | 0.7643           | 0.0711          | 0.6475              | 0.0211     | 0.4177         | 0.0846      | 0.5239          | 0.1074   | 0.5392       |
| 11.2954       | 110.0 | 11770 | 4.1644          | 0.1893 | 0.2964 | 0.1994 | 0.0569    | 0.1391     | 0.2106    | 0.2144 | 0.518  | 0.5755  | 0.3807    | 0.4888     | 0.6914    | 0.6509       | 0.7643           | 0.0731          | 0.6295              | 0.0247     | 0.4309         | 0.0768      | 0.5152          | 0.1209   | 0.5376       |
| 11.2954       | 111.0 | 11877 | 4.1948          | 0.1789 | 0.2832 | 0.1864 | 0.0653    | 0.1344     | 0.1884    | 0.1896 | 0.5007 | 0.5672  | 0.3577    | 0.483      | 0.6924    | 0.6553       | 0.7696           | 0.052           | 0.6016              | 0.0214     | 0.4171         | 0.0438      | 0.5152          | 0.1221   | 0.5325       |
| 11.2954       | 112.0 | 11984 | 4.1301          | 0.1903 | 0.2958 | 0.2014 | 0.0771    | 0.1442     | 0.2091    | 0.2009 | 0.5105 | 0.575   | 0.3634    | 0.4582     | 0.7118    | 0.655        | 0.775            | 0.0728          | 0.6066              | 0.0203     | 0.4246         | 0.0659      | 0.5217          | 0.1376   | 0.5469       |
| 11.2769       | 113.0 | 12091 | 4.1777          | 0.1819 | 0.2896 | 0.1963 | 0.0696    | 0.1482     | 0.1928    | 0.2096 | 0.5054 | 0.5713  | 0.3819    | 0.4705     | 0.687     | 0.6432       | 0.7607           | 0.0777          | 0.6213              | 0.0207     | 0.4223         | 0.0516      | 0.5217          | 0.1162   | 0.5304       |
| 11.2769       | 114.0 | 12198 | 4.1468          | 0.1817 | 0.2872 | 0.1971 | 0.061     | 0.1357     | 0.2052    | 0.2004 | 0.5014 | 0.5648  | 0.3446    | 0.4558     | 0.6959    | 0.6454       | 0.7571           | 0.0714          | 0.6098              | 0.0189     | 0.3954         | 0.0627      | 0.5217          | 0.1098   | 0.5397       |
| 11.2769       | 115.0 | 12305 | 4.1387          | 0.1949 | 0.303  | 0.2098 | 0.0643    | 0.1296     | 0.2339    | 0.2135 | 0.5047 | 0.5681  | 0.3502    | 0.4866     | 0.6993    | 0.6472       | 0.7631           | 0.0725          | 0.5934              | 0.0213     | 0.4211         | 0.0968      | 0.5283          | 0.1365   | 0.5345       |
| 11.2769       | 116.0 | 12412 | 4.1450          | 0.1825 | 0.2852 | 0.1974 | 0.0807    | 0.1507     | 0.1985    | 0.2023 | 0.5131 | 0.5717  | 0.3815    | 0.4645     | 0.696     | 0.6514       | 0.7613           | 0.076           | 0.618               | 0.025      | 0.4217         | 0.05        | 0.5196          | 0.1098   | 0.5376       |
| 11.1165       | 117.0 | 12519 | 4.1868          | 0.1871 | 0.2905 | 0.1969 | 0.0789    | 0.1363     | 0.2071    | 0.2102 | 0.5007 | 0.563   | 0.3476    | 0.4466     | 0.6907    | 0.6479       | 0.7607           | 0.0694          | 0.5967              | 0.0203     | 0.4            | 0.0692      | 0.5283          | 0.1287   | 0.5294       |
| 11.1165       | 118.0 | 12626 | 4.2070          | 0.1832 | 0.2856 | 0.2004 | 0.0623    | 0.1361     | 0.2093    | 0.2008 | 0.4935 | 0.5654  | 0.3594    | 0.475      | 0.705     | 0.6387       | 0.7631           | 0.0664          | 0.5852              | 0.0199     | 0.4154         | 0.0725      | 0.537           | 0.1183   | 0.5263       |
| 11.1165       | 119.0 | 12733 | 4.1922          | 0.177  | 0.2809 | 0.1922 | 0.0847    | 0.1513     | 0.1854    | 0.1994 | 0.5079 | 0.5721  | 0.3612    | 0.5135     | 0.6986    | 0.644        | 0.7613           | 0.0643          | 0.618               | 0.0246     | 0.4166         | 0.0393      | 0.5326          | 0.1127   | 0.532        |
| 11.1165       | 120.0 | 12840 | 4.1850          | 0.1807 | 0.2847 | 0.193  | 0.0655    | 0.1394     | 0.192     | 0.199  | 0.5046 | 0.5756  | 0.3902    | 0.4931     | 0.6955    | 0.6519       | 0.7643           | 0.0766          | 0.6164              | 0.0216     | 0.4206         | 0.0486      | 0.5435          | 0.1045   | 0.5335       |
| 11.1165       | 121.0 | 12947 | 4.2118          | 0.172  | 0.2726 | 0.1858 | 0.0505    | 0.1326     | 0.1821    | 0.1924 | 0.4969 | 0.5658  | 0.362     | 0.4753     | 0.6974    | 0.6485       | 0.7655           | 0.0668          | 0.6279              | 0.0175     | 0.396          | 0.0337      | 0.5217          | 0.0935   | 0.518        |
| 11.0858       | 122.0 | 13054 | 4.1578          | 0.1845 | 0.2913 | 0.1945 | 0.0606    | 0.1327     | 0.2042    | 0.1994 | 0.4983 | 0.566   | 0.3521    | 0.4824     | 0.6906    | 0.6456       | 0.7577           | 0.0817          | 0.6098              | 0.0171     | 0.4029         | 0.064       | 0.5304          | 0.114    | 0.5294       |
| 11.0858       | 123.0 | 13161 | 4.1884          | 0.1802 | 0.2837 | 0.196  | 0.0563    | 0.1318     | 0.2005    | 0.1992 | 0.4918 | 0.5608  | 0.3613    | 0.4709     | 0.6875    | 0.638        | 0.7637           | 0.0767          | 0.6016              | 0.0162     | 0.4114         | 0.0727      | 0.5022          | 0.0975   | 0.5253       |
| 11.0858       | 124.0 | 13268 | 4.1405          | 0.194  | 0.3055 | 0.2025 | 0.0744    | 0.145      | 0.2196    | 0.2083 | 0.4998 | 0.5659  | 0.3558    | 0.4786     | 0.697     | 0.6465       | 0.7637           | 0.0943          | 0.6033              | 0.0225     | 0.4189         | 0.0817      | 0.5087          | 0.1254   | 0.5351       |
| 11.0858       | 125.0 | 13375 | 4.1481          | 0.1803 | 0.2858 | 0.1889 | 0.0572    | 0.1293     | 0.1948    | 0.2102 | 0.507  | 0.5751  | 0.3595    | 0.4861     | 0.6962    | 0.6439       | 0.7661           | 0.0805          | 0.6148              | 0.0193     | 0.4171         | 0.0359      | 0.537           | 0.1218   | 0.5407       |
| 11.0858       | 126.0 | 13482 | 4.1642          | 0.1872 | 0.2967 | 0.1992 | 0.0599    | 0.1369     | 0.2089    | 0.2162 | 0.507  | 0.5698  | 0.3593    | 0.4907     | 0.6931    | 0.6429       | 0.7613           | 0.0771          | 0.6164              | 0.0187     | 0.4103         | 0.075       | 0.537           | 0.1222   | 0.5242       |
| 11.0208       | 127.0 | 13589 | 4.1783          | 0.1807 | 0.2872 | 0.1949 | 0.0581    | 0.1361     | 0.1952    | 0.2035 | 0.5071 | 0.5673  | 0.3543    | 0.49       | 0.694     | 0.6457       | 0.769            | 0.0858          | 0.6197              | 0.0197     | 0.4063         | 0.0431      | 0.5174          | 0.1093   | 0.5242       |
| 11.0208       | 128.0 | 13696 | 4.1385          | 0.191  | 0.3052 | 0.2037 | 0.058     | 0.1485     | 0.2114    | 0.2161 | 0.5076 | 0.5704  | 0.4019    | 0.4629     | 0.6914    | 0.6401       | 0.756            | 0.0862          | 0.6049              | 0.0229     | 0.4183         | 0.0682      | 0.5413          | 0.1374   | 0.5314       |
| 11.0208       | 129.0 | 13803 | 4.1641          | 0.1949 | 0.3006 | 0.2102 | 0.0572    | 0.1356     | 0.222     | 0.2246 | 0.5114 | 0.5662  | 0.3568    | 0.4646     | 0.6906    | 0.6538       | 0.7577           | 0.0801          | 0.6049              | 0.0207     | 0.4057         | 0.0784      | 0.5326          | 0.1417   | 0.5299       |
| 11.0208       | 130.0 | 13910 | 4.1836          | 0.1856 | 0.2897 | 0.1974 | 0.0556    | 0.1376     | 0.207     | 0.2018 | 0.509  | 0.5639  | 0.3582    | 0.4665     | 0.6802    | 0.6415       | 0.7577           | 0.0623          | 0.6066              | 0.0232     | 0.4017         | 0.0763      | 0.5217          | 0.1246   | 0.532        |
| 10.9493       | 131.0 | 14017 | 4.2189          | 0.1868 | 0.2915 | 0.2025 | 0.0512    | 0.1264     | 0.211     | 0.226  | 0.4965 | 0.5543  | 0.3369    | 0.4741     | 0.6861    | 0.642        | 0.7595           | 0.0789          | 0.6                 | 0.0149     | 0.3629         | 0.0788      | 0.5239          | 0.1196   | 0.5253       |
| 10.9493       | 132.0 | 14124 | 4.2148          | 0.1954 | 0.3046 | 0.2092 | 0.0625    | 0.143      | 0.2178    | 0.2156 | 0.509  | 0.5646  | 0.3661    | 0.4619     | 0.6904    | 0.6427       | 0.7583           | 0.0771          | 0.6016              | 0.025      | 0.4011         | 0.0814      | 0.5239          | 0.1506   | 0.5381       |
| 10.9493       | 133.0 | 14231 | 4.2397          | 0.1803 | 0.2833 | 0.1936 | 0.0497    | 0.1298     | 0.2003    | 0.2091 | 0.4968 | 0.555   | 0.3536    | 0.479      | 0.6765    | 0.6416       | 0.7536           | 0.0678          | 0.6098              | 0.0245     | 0.38           | 0.0649      | 0.5043          | 0.1026   | 0.5273       |
| 10.9493       | 134.0 | 14338 | 4.1982          | 0.1874 | 0.2946 | 0.202  | 0.058     | 0.1416     | 0.2075    | 0.2024 | 0.5068 | 0.565   | 0.3673    | 0.4811     | 0.6914    | 0.6405       | 0.753            | 0.0915          | 0.6066              | 0.0226     | 0.3949         | 0.0682      | 0.5304          | 0.1142   | 0.5402       |
| 10.9493       | 135.0 | 14445 | 4.1236          | 0.1973 | 0.3071 | 0.2107 | 0.0455    | 0.1379     | 0.2425    | 0.2169 | 0.5009 | 0.5604  | 0.3774    | 0.446      | 0.6804    | 0.6391       | 0.7512           | 0.0789          | 0.5918              | 0.0243     | 0.4057         | 0.1067      | 0.5196          | 0.1377   | 0.5335       |
| 10.8684       | 136.0 | 14552 | 4.2324          | 0.1803 | 0.2824 | 0.1959 | 0.0448    | 0.1304     | 0.2064    | 0.1867 | 0.4918 | 0.5577  | 0.324     | 0.4654     | 0.6877    | 0.6411       | 0.753            | 0.0757          | 0.5967              | 0.014      | 0.376          | 0.0735      | 0.5261          | 0.0971   | 0.5366       |
| 10.8684       | 137.0 | 14659 | 4.1474          | 0.191  | 0.2934 | 0.203  | 0.0579    | 0.1305     | 0.2222    | 0.2173 | 0.5007 | 0.5651  | 0.367     | 0.4629     | 0.6907    | 0.649        | 0.7589           | 0.0783          | 0.6016              | 0.0214     | 0.3817         | 0.0879      | 0.5435          | 0.1182   | 0.5397       |
| 10.8684       | 138.0 | 14766 | 4.1606          | 0.1868 | 0.2877 | 0.2012 | 0.0545    | 0.139      | 0.2117    | 0.2154 | 0.5079 | 0.5614  | 0.3348    | 0.4717     | 0.6935    | 0.6429       | 0.7524           | 0.0741          | 0.6098              | 0.0269     | 0.4034         | 0.0698      | 0.513           | 0.1204   | 0.5284       |
| 10.8684       | 139.0 | 14873 | 4.1899          | 0.1803 | 0.2823 | 0.197  | 0.0544    | 0.1286     | 0.2013    | 0.1944 | 0.5013 | 0.5621  | 0.3539    | 0.4581     | 0.6938    | 0.6372       | 0.7536           | 0.0792          | 0.6164              | 0.0213     | 0.4017         | 0.0615      | 0.5152          | 0.1025   | 0.5237       |
| 10.8684       | 140.0 | 14980 | 4.1836          | 0.1804 | 0.2782 | 0.1937 | 0.0538    | 0.1264     | 0.2047    | 0.201  | 0.5051 | 0.5675  | 0.3599    | 0.4588     | 0.6995    | 0.6424       | 0.7613           | 0.06            | 0.6066              | 0.0227     | 0.42           | 0.0862      | 0.5217          | 0.0905   | 0.5278       |
| 10.8443       | 141.0 | 15087 | 4.1828          | 0.182  | 0.2821 | 0.196  | 0.0547    | 0.1206     | 0.2087    | 0.2097 | 0.4976 | 0.5565  | 0.3556    | 0.4706     | 0.6896    | 0.6463       | 0.756            | 0.0678          | 0.5869              | 0.0218     | 0.4086         | 0.0833      | 0.5087          | 0.0907   | 0.5222       |
| 10.8443       | 142.0 | 15194 | 4.1888          | 0.1851 | 0.2892 | 0.1971 | 0.0477    | 0.1239     | 0.2145    | 0.2099 | 0.4954 | 0.5548  | 0.3365    | 0.4732     | 0.6808    | 0.6437       | 0.7506           | 0.0611          | 0.5852              | 0.0211     | 0.4063         | 0.0953      | 0.4957          | 0.1045   | 0.5361       |
| 10.8443       | 143.0 | 15301 | 4.2259          | 0.179  | 0.2763 | 0.1909 | 0.0544    | 0.1361     | 0.1966    | 0.2115 | 0.4994 | 0.5568  | 0.3613    | 0.4594     | 0.6882    | 0.6459       | 0.7643           | 0.0615          | 0.5951              | 0.0214     | 0.3914         | 0.0663      | 0.5109          | 0.1      | 0.5222       |
| 10.8443       | 144.0 | 15408 | 4.2310          | 0.1823 | 0.2877 | 0.1913 | 0.066     | 0.1341     | 0.2019    | 0.2115 | 0.5073 | 0.5622  | 0.3879    | 0.4738     | 0.6875    | 0.6364       | 0.7452           | 0.0655          | 0.6016              | 0.0222     | 0.4137         | 0.0775      | 0.5239          | 0.1097   | 0.5263       |
| 10.7388       | 145.0 | 15515 | 4.1940          | 0.1836 | 0.2872 | 0.1976 | 0.0538    | 0.1397     | 0.2019    | 0.2123 | 0.5048 | 0.5609  | 0.3895    | 0.4786     | 0.6845    | 0.6419       | 0.7583           | 0.0688          | 0.5951              | 0.0226     | 0.3949         | 0.0635      | 0.5391          | 0.1213   | 0.517        |
| 10.7388       | 146.0 | 15622 | 4.2152          | 0.1803 | 0.2841 | 0.1897 | 0.0587    | 0.1251     | 0.1984    | 0.2055 | 0.5066 | 0.556   | 0.3766    | 0.4419     | 0.6873    | 0.639        | 0.7542           | 0.0573          | 0.5885              | 0.028      | 0.4137         | 0.0664      | 0.513           | 0.1106   | 0.5103       |
| 10.7388       | 147.0 | 15729 | 4.2090          | 0.1878 | 0.2845 | 0.2071 | 0.0484    | 0.1346     | 0.2142    | 0.2155 | 0.5111 | 0.5682  | 0.3813    | 0.4684     | 0.6912    | 0.6506       | 0.75             | 0.0754          | 0.6049              | 0.0227     | 0.4223         | 0.085       | 0.5391          | 0.1054   | 0.5247       |
| 10.7388       | 148.0 | 15836 | 4.2261          | 0.1799 | 0.2816 | 0.1961 | 0.0559    | 0.1279     | 0.2015    | 0.1926 | 0.5029 | 0.5573  | 0.3336    | 0.4686     | 0.6885    | 0.6409       | 0.75             | 0.0677          | 0.5967              | 0.0227     | 0.3977         | 0.0736      | 0.5283          | 0.0946   | 0.5139       |
| 10.7388       | 149.0 | 15943 | 4.1679          | 0.1802 | 0.2799 | 0.1952 | 0.0775    | 0.1273     | 0.1988    | 0.2027 | 0.4948 | 0.556   | 0.3321    | 0.477      | 0.6865    | 0.6525       | 0.7643           | 0.0623          | 0.5934              | 0.0186     | 0.3897         | 0.0629      | 0.5043          | 0.1046   | 0.5284       |
| 10.7157       | 150.0 | 16050 | 4.1896          | 0.1836 | 0.2861 | 0.1986 | 0.0525    | 0.1333     | 0.2049    | 0.216  | 0.498  | 0.5577  | 0.3285    | 0.4685     | 0.6881    | 0.6439       | 0.7512           | 0.067           | 0.6016              | 0.0202     | 0.3857         | 0.0679      | 0.5196          | 0.1191   | 0.5304       |
| 10.7157       | 151.0 | 16157 | 4.1799          | 0.1845 | 0.2873 | 0.1966 | 0.0587    | 0.1357     | 0.2096    | 0.2148 | 0.5051 | 0.5637  | 0.3566    | 0.4973     | 0.6944    | 0.6418       | 0.7554           | 0.0718          | 0.6066              | 0.0239     | 0.4097         | 0.0696      | 0.5196          | 0.1154   | 0.5273       |
| 10.7157       | 152.0 | 16264 | 4.1096          | 0.1903 | 0.2989 | 0.2051 | 0.0578    | 0.137      | 0.2141    | 0.2175 | 0.5059 | 0.5619  | 0.3648    | 0.4683     | 0.681     | 0.6449       | 0.7494           | 0.0868          | 0.5984              | 0.028      | 0.4137         | 0.0713      | 0.513           | 0.1206   | 0.5351       |
| 10.7157       | 153.0 | 16371 | 4.1713          | 0.185  | 0.2876 | 0.202  | 0.0452    | 0.1363     | 0.2063    | 0.2168 | 0.4967 | 0.5565  | 0.3634    | 0.466      | 0.6818    | 0.6473       | 0.7518           | 0.0866          | 0.6066              | 0.0178     | 0.3851         | 0.0667      | 0.513           | 0.1065   | 0.5258       |
| 10.7157       | 154.0 | 16478 | 4.1941          | 0.1819 | 0.2836 | 0.2032 | 0.0447    | 0.13       | 0.2052    | 0.21   | 0.4935 | 0.5592  | 0.3397    | 0.4655     | 0.6929    | 0.6447       | 0.7589           | 0.0757          | 0.5934              | 0.0187     | 0.3954         | 0.0652      | 0.5217          | 0.105    | 0.5263       |
| 10.7276       | 155.0 | 16585 | 4.2369          | 0.1832 | 0.2858 | 0.1954 | 0.0472    | 0.1385     | 0.201     | 0.194  | 0.5084 | 0.56    | 0.3671    | 0.476      | 0.6843    | 0.6396       | 0.7482           | 0.0719          | 0.5984              | 0.0216     | 0.4069         | 0.0673      | 0.5217          | 0.1155   | 0.5247       |
| 10.7276       | 156.0 | 16692 | 4.1861          | 0.185  | 0.2874 | 0.1999 | 0.0356    | 0.1318     | 0.2152    | 0.2062 | 0.4918 | 0.5543  | 0.3255    | 0.4664     | 0.6863    | 0.6425       | 0.7613           | 0.0706          | 0.6                 | 0.0205     | 0.3834         | 0.0827      | 0.5043          | 0.1083   | 0.5222       |
| 10.7276       | 157.0 | 16799 | 4.1803          | 0.1864 | 0.2883 | 0.1979 | 0.0533    | 0.1238     | 0.2136    | 0.1969 | 0.4987 | 0.5589  | 0.3427    | 0.4606     | 0.6898    | 0.6411       | 0.7542           | 0.0792          | 0.5984              | 0.0241     | 0.3863         | 0.0706      | 0.5283          | 0.1169   | 0.5273       |
| 10.7276       | 158.0 | 16906 | 4.2260          | 0.1762 | 0.2722 | 0.1968 | 0.0427    | 0.1306     | 0.1931    | 0.1969 | 0.5011 | 0.5596  | 0.3644    | 0.4712     | 0.6864    | 0.6444       | 0.7595           | 0.0632          | 0.6098              | 0.0204     | 0.3909         | 0.0474      | 0.5217          | 0.1056   | 0.516        |
| 10.5757       | 159.0 | 17013 | 4.2074          | 0.189  | 0.2939 | 0.2068 | 0.0659    | 0.1427     | 0.212     | 0.2126 | 0.5041 | 0.5575  | 0.3733    | 0.4739     | 0.679     | 0.6413       | 0.7548           | 0.0822          | 0.6164              | 0.0206     | 0.3846         | 0.0853      | 0.5217          | 0.1157   | 0.5098       |
| 10.5757       | 160.0 | 17120 | 4.2044          | 0.1841 | 0.2861 | 0.193  | 0.0512    | 0.1266     | 0.2109    | 0.2012 | 0.5027 | 0.557   | 0.3444    | 0.4685     | 0.6881    | 0.6358       | 0.753            | 0.082           | 0.6197              | 0.0183     | 0.3817         | 0.0798      | 0.5152          | 0.1048   | 0.5155       |
| 10.5757       | 161.0 | 17227 | 4.2091          | 0.1807 | 0.28   | 0.198  | 0.0387    | 0.1323     | 0.2014    | 0.2057 | 0.498  | 0.5591  | 0.3507    | 0.4671     | 0.6858    | 0.6484       | 0.7548           | 0.0709          | 0.6279              | 0.0188     | 0.38           | 0.0707      | 0.5217          | 0.0948   | 0.5113       |
| 10.5757       | 162.0 | 17334 | 4.2378          | 0.1806 | 0.2818 | 0.193  | 0.0532    | 0.1183     | 0.2057    | 0.2047 | 0.4934 | 0.5552  | 0.3587    | 0.465      | 0.6806    | 0.6372       | 0.7524           | 0.0724          | 0.6098              | 0.0176     | 0.3966         | 0.0766      | 0.5022          | 0.0993   | 0.5149       |
| 10.5757       | 163.0 | 17441 | 4.2669          | 0.1777 | 0.2755 | 0.193  | 0.0467    | 0.1213     | 0.1939    | 0.1957 | 0.4936 | 0.5488  | 0.3414    | 0.4534     | 0.6893    | 0.6409       | 0.7548           | 0.0775          | 0.6033              | 0.0159     | 0.3726         | 0.0612      | 0.5087          | 0.0926   | 0.5046       |
| 10.4941       | 164.0 | 17548 | 4.1997          | 0.18   | 0.2814 | 0.198  | 0.0513    | 0.1286     | 0.1999    | 0.206  | 0.5028 | 0.5547  | 0.3081    | 0.4652     | 0.6951    | 0.6516       | 0.7589           | 0.0681          | 0.5934              | 0.0198     | 0.3829         | 0.064       | 0.5283          | 0.0963   | 0.5098       |
| 10.4941       | 165.0 | 17655 | 4.2227          | 0.1813 | 0.2874 | 0.1925 | 0.0569    | 0.1323     | 0.1985    | 0.2026 | 0.5019 | 0.5648  | 0.3704    | 0.485      | 0.6849    | 0.6362       | 0.7506           | 0.0693          | 0.623               | 0.0229     | 0.3994         | 0.0678      | 0.5261          | 0.1103   | 0.5247       |
| 10.4941       | 166.0 | 17762 | 4.2233          | 0.1811 | 0.2843 | 0.1974 | 0.0528    | 0.1354     | 0.1985    | 0.208  | 0.504  | 0.5551  | 0.3295    | 0.4672     | 0.6891    | 0.6405       | 0.7589           | 0.0877          | 0.6033              | 0.0202     | 0.3886         | 0.0597      | 0.5043          | 0.0973   | 0.5206       |
| 10.4941       | 167.0 | 17869 | 4.2005          | 0.1815 | 0.2844 | 0.2026 | 0.0601    | 0.1341     | 0.1967    | 0.2087 | 0.5139 | 0.5613  | 0.3353    | 0.4705     | 0.697     | 0.6517       | 0.7548           | 0.0955          | 0.6082              | 0.0221     | 0.3937         | 0.0354      | 0.5283          | 0.103    | 0.5216       |
| 10.4941       | 168.0 | 17976 | 4.2426          | 0.1813 | 0.2868 | 0.1958 | 0.0698    | 0.1359     | 0.1956    | 0.2131 | 0.5075 | 0.5608  | 0.3468    | 0.4647     | 0.6906    | 0.6369       | 0.7536           | 0.1046          | 0.6131              | 0.0219     | 0.404          | 0.0369      | 0.5109          | 0.1061   | 0.5227       |
| 10.5081       | 169.0 | 18083 | 4.2860          | 0.1838 | 0.286  | 0.2018 | 0.0738    | 0.1423     | 0.2034    | 0.217  | 0.5132 | 0.5629  | 0.3583    | 0.466      | 0.6832    | 0.6411       | 0.7482           | 0.0932          | 0.6115              | 0.0238     | 0.3949         | 0.0485      | 0.5413          | 0.1124   | 0.5186       |
| 10.5081       | 170.0 | 18190 | 4.2227          | 0.1815 | 0.2882 | 0.1975 | 0.0577    | 0.1309     | 0.2011    | 0.2025 | 0.5104 | 0.555   | 0.3434    | 0.4581     | 0.6825    | 0.6387       | 0.7554           | 0.0842          | 0.6016              | 0.0233     | 0.3931         | 0.0639      | 0.5109          | 0.0976   | 0.5139       |
| 10.5081       | 171.0 | 18297 | 4.2531          | 0.1742 | 0.2782 | 0.1918 | 0.0554    | 0.128      | 0.189     | 0.2033 | 0.4998 | 0.5506  | 0.327     | 0.4706     | 0.6798    | 0.6338       | 0.7393           | 0.0856          | 0.6082              | 0.0223     | 0.3926         | 0.0347      | 0.5043          | 0.0945   | 0.5088       |
| 10.5081       | 172.0 | 18404 | 4.1999          | 0.1753 | 0.2819 | 0.1892 | 0.0494    | 0.1286     | 0.1897    | 0.1976 | 0.5121 | 0.5573  | 0.3316    | 0.4816     | 0.6858    | 0.6348       | 0.7524           | 0.0877          | 0.6066              | 0.0236     | 0.3891         | 0.0341      | 0.5261          | 0.0963   | 0.5124       |
| 10.4676       | 173.0 | 18511 | 4.2381          | 0.1772 | 0.283  | 0.1909 | 0.0739    | 0.1298     | 0.1892    | 0.2109 | 0.5135 | 0.5559  | 0.3458    | 0.4597     | 0.6858    | 0.6402       | 0.7506           | 0.0758          | 0.5885              | 0.0246     | 0.3971         | 0.0397      | 0.5261          | 0.1058   | 0.517        |
| 10.4676       | 174.0 | 18618 | 4.2264          | 0.1751 | 0.277  | 0.1927 | 0.0474    | 0.1261     | 0.1892    | 0.2091 | 0.5103 | 0.5621  | 0.3342    | 0.4656     | 0.69      | 0.6397       | 0.7583           | 0.0768          | 0.6049              | 0.0248     | 0.4006         | 0.0361      | 0.5261          | 0.0979   | 0.5206       |
| 10.4676       | 175.0 | 18725 | 4.2191          | 0.1769 | 0.2803 | 0.1968 | 0.0578    | 0.1349     | 0.1896    | 0.2029 | 0.5016 | 0.5531  | 0.3447    | 0.4737     | 0.6766    | 0.6374       | 0.7554           | 0.087           | 0.6                 | 0.0244     | 0.3829         | 0.0349      | 0.5152          | 0.101    | 0.5119       |
| 10.4676       | 176.0 | 18832 | 4.2523          | 0.174  | 0.2741 | 0.1915 | 0.0421    | 0.1349     | 0.1844    | 0.2014 | 0.5143 | 0.5674  | 0.3565    | 0.4862     | 0.6855    | 0.6419       | 0.7613           | 0.0747          | 0.6131              | 0.0209     | 0.4            | 0.0335      | 0.5391          | 0.0993   | 0.5232       |
| 10.4676       | 177.0 | 18939 | 4.2609          | 0.1774 | 0.2815 | 0.1936 | 0.0509    | 0.1421     | 0.1894    | 0.203  | 0.5025 | 0.561   | 0.3462    | 0.4669     | 0.6965    | 0.6439       | 0.7548           | 0.0814          | 0.6                 | 0.0212     | 0.3766         | 0.038       | 0.563           | 0.1027   | 0.5108       |
| 10.4323       | 178.0 | 19046 | 4.2931          | 0.1768 | 0.2767 | 0.1886 | 0.0408    | 0.1301     | 0.1944    | 0.2194 | 0.4963 | 0.5605  | 0.3499    | 0.4591     | 0.7       | 0.6392       | 0.7536           | 0.0687          | 0.6049              | 0.02       | 0.4011         | 0.066       | 0.537           | 0.0903   | 0.5057       |
| 10.4323       | 179.0 | 19153 | 4.2489          | 0.1851 | 0.2906 | 0.1988 | 0.0574    | 0.1373     | 0.2084    | 0.2133 | 0.4982 | 0.5539  | 0.325     | 0.4711     | 0.6807    | 0.6364       | 0.7589           | 0.077           | 0.5902              | 0.0224     | 0.3983         | 0.0833      | 0.513           | 0.1066   | 0.5093       |
| 10.4323       | 180.0 | 19260 | 4.2568          | 0.1799 | 0.2816 | 0.1936 | 0.0393    | 0.1339     | 0.1969    | 0.1963 | 0.5062 | 0.5563  | 0.3352    | 0.4663     | 0.6893    | 0.6426       | 0.756            | 0.0702          | 0.5885              | 0.0241     | 0.4063         | 0.0591      | 0.5152          | 0.1037   | 0.5155       |
| 10.4323       | 181.0 | 19367 | 4.2387          | 0.1825 | 0.2867 | 0.2019 | 0.0621    | 0.1383     | 0.2003    | 0.1955 | 0.504  | 0.5559  | 0.3311    | 0.4809     | 0.691     | 0.6404       | 0.7536           | 0.0834          | 0.6049              | 0.0184     | 0.3874         | 0.0649      | 0.5152          | 0.1054   | 0.5186       |
| 10.4323       | 182.0 | 19474 | 4.2358          | 0.1849 | 0.2868 | 0.2026 | 0.044     | 0.1433     | 0.2062    | 0.1985 | 0.5056 | 0.5541  | 0.3561    | 0.452      | 0.689     | 0.6391       | 0.75             | 0.0779          | 0.5852              | 0.0199     | 0.3909         | 0.0618      | 0.5239          | 0.1259   | 0.5206       |
| 10.3815       | 183.0 | 19581 | 4.1459          | 0.1945 | 0.3035 | 0.2083 | 0.0603    | 0.1426     | 0.2264    | 0.2205 | 0.5168 | 0.5654  | 0.383     | 0.4801     | 0.6952    | 0.6423       | 0.7595           | 0.0972          | 0.6066              | 0.0284     | 0.4103         | 0.0757      | 0.5283          | 0.129    | 0.5222       |
| 10.3815       | 184.0 | 19688 | 4.2117          | 0.1863 | 0.2924 | 0.202  | 0.0526    | 0.1445     | 0.2064    | 0.2174 | 0.5033 | 0.553   | 0.3339    | 0.437      | 0.6883    | 0.6429       | 0.7464           | 0.0833          | 0.5918              | 0.0262     | 0.3909         | 0.0526      | 0.5065          | 0.1265   | 0.5294       |
| 10.3815       | 185.0 | 19795 | 4.2180          | 0.1821 | 0.2891 | 0.1994 | 0.0658    | 0.1334     | 0.1984    | 0.2129 | 0.5023 | 0.55    | 0.343     | 0.4496     | 0.6845    | 0.6426       | 0.7452           | 0.081           | 0.5918              | 0.0242     | 0.3869         | 0.0397      | 0.5109          | 0.1229   | 0.5155       |
| 10.3815       | 186.0 | 19902 | 4.2840          | 0.1827 | 0.2868 | 0.2009 | 0.0626    | 0.134      | 0.2006    | 0.2203 | 0.4915 | 0.5452  | 0.3352    | 0.4388     | 0.684     | 0.6372       | 0.7458           | 0.0789          | 0.5885              | 0.0183     | 0.3691         | 0.0606      | 0.5022          | 0.1187   | 0.5201       |
| 10.2588       | 187.0 | 20009 | 4.2768          | 0.1749 | 0.277  | 0.1934 | 0.0432    | 0.1306     | 0.1869    | 0.2145 | 0.4972 | 0.5437  | 0.3142    | 0.447      | 0.679     | 0.6412       | 0.7429           | 0.0686          | 0.5934              | 0.0198     | 0.3549         | 0.0395      | 0.513           | 0.1055   | 0.5144       |
| 10.2588       | 188.0 | 20116 | 4.2053          | 0.184  | 0.2859 | 0.2019 | 0.0532    | 0.139      | 0.2073    | 0.2161 | 0.5072 | 0.5572  | 0.3592    | 0.4438     | 0.6979    | 0.6444       | 0.7536           | 0.0787          | 0.5984              | 0.0217     | 0.3789         | 0.0483      | 0.5391          | 0.1268   | 0.516        |
| 10.2588       | 189.0 | 20223 | 4.2326          | 0.1914 | 0.2961 | 0.2088 | 0.0558    | 0.1438     | 0.2139    | 0.2191 | 0.5033 | 0.5529  | 0.3404    | 0.448      | 0.6827    | 0.6473       | 0.7536           | 0.0857          | 0.5918              | 0.0256     | 0.3897         | 0.0713      | 0.513           | 0.1272   | 0.5165       |
| 10.2588       | 190.0 | 20330 | 4.2516          | 0.1856 | 0.2889 | 0.2087 | 0.0531    | 0.1433     | 0.2054    | 0.2174 | 0.5008 | 0.5481  | 0.3465    | 0.4363     | 0.6819    | 0.6422       | 0.7423           | 0.0872          | 0.5984              | 0.0242     | 0.3686         | 0.0548      | 0.5109          | 0.1197   | 0.5206       |
| 10.2588       | 191.0 | 20437 | 4.2170          | 0.1878 | 0.2921 | 0.1992 | 0.0442    | 0.1593     | 0.207     | 0.2161 | 0.4985 | 0.5551  | 0.3358    | 0.4507     | 0.6902    | 0.6387       | 0.75             | 0.0859          | 0.5934              | 0.0215     | 0.3863         | 0.0743      | 0.5217          | 0.1187   | 0.5242       |
| 10.3069       | 192.0 | 20544 | 4.2408          | 0.1883 | 0.2928 | 0.2044 | 0.056     | 0.1407     | 0.2087    | 0.2161 | 0.498  | 0.5507  | 0.3276    | 0.4626     | 0.6811    | 0.6358       | 0.7482           | 0.0908          | 0.6                 | 0.024      | 0.3663         | 0.077       | 0.5304          | 0.1137   | 0.5088       |
| 10.3069       | 193.0 | 20651 | 4.2069          | 0.1888 | 0.2916 | 0.206  | 0.0493    | 0.1438     | 0.2124    | 0.2175 | 0.5107 | 0.5638  | 0.3641    | 0.4675     | 0.6937    | 0.643        | 0.7524           | 0.077           | 0.6131              | 0.026      | 0.3909         | 0.071       | 0.5413          | 0.1268   | 0.5211       |
| 10.3069       | 194.0 | 20758 | 4.2299          | 0.1833 | 0.2849 | 0.1995 | 0.0766    | 0.1345     | 0.2014    | 0.2194 | 0.5033 | 0.5583  | 0.3415    | 0.4638     | 0.6842    | 0.6466       | 0.7607           | 0.0818          | 0.5984              | 0.0249     | 0.3863         | 0.066       | 0.5261          | 0.097    | 0.5201       |
| 10.3069       | 195.0 | 20865 | 4.2741          | 0.1832 | 0.2842 | 0.2023 | 0.0659    | 0.1399     | 0.1986    | 0.2116 | 0.5035 | 0.56    | 0.3736    | 0.4609     | 0.6861    | 0.6443       | 0.7601           | 0.077           | 0.6049              | 0.0279     | 0.3954         | 0.0636      | 0.5196          | 0.1032   | 0.5201       |
| 10.3069       | 196.0 | 20972 | 4.2178          | 0.1889 | 0.2981 | 0.2047 | 0.0793    | 0.1502     | 0.203     | 0.2165 | 0.5113 | 0.5606  | 0.3561    | 0.4641     | 0.6892    | 0.6369       | 0.7548           | 0.0942          | 0.6066              | 0.03       | 0.3931         | 0.0522      | 0.5283          | 0.1314   | 0.5201       |
| 10.3609       | 197.0 | 21079 | 4.2159          | 0.192  | 0.2976 | 0.2102 | 0.0697    | 0.1463     | 0.2144    | 0.2189 | 0.5062 | 0.5665  | 0.3601    | 0.4519     | 0.6979    | 0.6426       | 0.7482           | 0.0871          | 0.6049              | 0.0304     | 0.4011         | 0.0837      | 0.5565          | 0.1162   | 0.5216       |
| 10.3609       | 198.0 | 21186 | 4.2124          | 0.1912 | 0.3001 | 0.2018 | 0.0648    | 0.1454     | 0.2171    | 0.2214 | 0.4973 | 0.5491  | 0.3458    | 0.447      | 0.6815    | 0.6342       | 0.7417           | 0.0941          | 0.6049              | 0.0236     | 0.3543         | 0.0774      | 0.5217          | 0.1268   | 0.5227       |
| 10.3609       | 199.0 | 21293 | 4.2668          | 0.1847 | 0.2855 | 0.2028 | 0.0499    | 0.1408     | 0.2019    | 0.1997 | 0.501  | 0.552   | 0.3349    | 0.4557     | 0.6861    | 0.6445       | 0.7548           | 0.0736          | 0.6082              | 0.0215     | 0.3651         | 0.0663      | 0.5087          | 0.1176   | 0.5232       |
| 10.3609       | 200.0 | 21400 | 4.2607          | 0.1837 | 0.2859 | 0.199  | 0.0519    | 0.1368     | 0.2031    | 0.2095 | 0.4961 | 0.5506  | 0.3408    | 0.4595     | 0.6929    | 0.6406       | 0.7512           | 0.0775          | 0.5885              | 0.0209     | 0.3634         | 0.0629      | 0.5283          | 0.1163   | 0.5216       |
| 10.1812       | 201.0 | 21507 | 4.2396          | 0.1857 | 0.2889 | 0.2013 | 0.0563    | 0.1436     | 0.206     | 0.2106 | 0.5022 | 0.5528  | 0.3564    | 0.4524     | 0.6851    | 0.6363       | 0.7464           | 0.0737          | 0.5869              | 0.0252     | 0.3806         | 0.0745      | 0.5304          | 0.1186   | 0.5196       |
| 10.1812       | 202.0 | 21614 | 4.1928          | 0.1977 | 0.3046 | 0.2174 | 0.0743    | 0.1516     | 0.2265    | 0.2154 | 0.5058 | 0.5513  | 0.3454    | 0.4557     | 0.6805    | 0.6436       | 0.747            | 0.0972          | 0.6033              | 0.0282     | 0.3691         | 0.0864      | 0.5174          | 0.1331   | 0.5196       |
| 10.1812       | 203.0 | 21721 | 4.2114          | 0.1928 | 0.2987 | 0.2071 | 0.0622    | 0.1511     | 0.2194    | 0.2203 | 0.498  | 0.5456  | 0.3186    | 0.4355     | 0.6828    | 0.64         | 0.7405           | 0.0907          | 0.5852              | 0.022      | 0.3537         | 0.0835      | 0.5304          | 0.1277   | 0.518        |
| 10.1812       | 204.0 | 21828 | 4.1917          | 0.1945 | 0.3001 | 0.2107 | 0.0602    | 0.1486     | 0.2298    | 0.2242 | 0.5035 | 0.5548  | 0.3423    | 0.4603     | 0.6833    | 0.6368       | 0.7464           | 0.086           | 0.5967              | 0.0229     | 0.3851         | 0.093       | 0.5261          | 0.1335   | 0.5196       |
| 10.1812       | 205.0 | 21935 | 4.1849          | 0.1943 | 0.3003 | 0.2082 | 0.0774    | 0.1563     | 0.2203    | 0.2174 | 0.5017 | 0.5544  | 0.3654    | 0.4363     | 0.686     | 0.6426       | 0.744            | 0.0862          | 0.5836              | 0.0234     | 0.3794         | 0.0822      | 0.5457          | 0.1371   | 0.5191       |
| 10.0996       | 206.0 | 22042 | 4.1813          | 0.1887 | 0.2967 | 0.2032 | 0.0554    | 0.1399     | 0.2148    | 0.2157 | 0.5017 | 0.5581  | 0.3575    | 0.4541     | 0.6903    | 0.6406       | 0.75             | 0.0861          | 0.6033              | 0.0232     | 0.3794         | 0.0593      | 0.537           | 0.1343   | 0.5206       |
| 10.0996       | 207.0 | 22149 | 4.2436          | 0.1761 | 0.2792 | 0.1919 | 0.0614    | 0.136      | 0.1837    | 0.2038 | 0.4936 | 0.5493  | 0.353     | 0.4355     | 0.6802    | 0.6396       | 0.7512           | 0.0702          | 0.6                 | 0.0178     | 0.3611         | 0.0389      | 0.5152          | 0.1138   | 0.5191       |
| 10.0996       | 208.0 | 22256 | 4.2461          | 0.1936 | 0.2992 | 0.2097 | 0.0771    | 0.1411     | 0.2199    | 0.2172 | 0.498  | 0.5582  | 0.3575    | 0.4352     | 0.6889    | 0.6409       | 0.7488           | 0.0983          | 0.6131              | 0.0194     | 0.364          | 0.0789      | 0.5391          | 0.1305   | 0.5258       |
| 10.0996       | 209.0 | 22363 | 4.1869          | 0.1928 | 0.3006 | 0.2094 | 0.0495    | 0.1437     | 0.2198    | 0.2165 | 0.4979 | 0.5549  | 0.3581    | 0.4526     | 0.6847    | 0.6384       | 0.7399           | 0.0998          | 0.6066              | 0.0212     | 0.372          | 0.0657      | 0.5304          | 0.1388   | 0.5258       |
| 10.0996       | 210.0 | 22470 | 4.2315          | 0.1894 | 0.2972 | 0.2051 | 0.0769    | 0.1331     | 0.2128    | 0.2196 | 0.496  | 0.5546  | 0.3419    | 0.4307     | 0.6885    | 0.6321       | 0.75             | 0.1009          | 0.5984              | 0.0191     | 0.3674         | 0.0653      | 0.537           | 0.1295   | 0.5201       |
| 10.1882       | 211.0 | 22577 | 4.2274          | 0.1929 | 0.2974 | 0.2054 | 0.0769    | 0.1393     | 0.2244    | 0.2247 | 0.4996 | 0.5558  | 0.3812    | 0.4416     | 0.6904    | 0.6353       | 0.7452           | 0.0842          | 0.6049              | 0.0231     | 0.3691         | 0.0798      | 0.5304          | 0.1418   | 0.5294       |
| 10.1882       | 212.0 | 22684 | 4.2498          | 0.1884 | 0.2928 | 0.2    | 0.0705    | 0.1401     | 0.2129    | 0.2158 | 0.4975 | 0.5498  | 0.321     | 0.4389     | 0.6925    | 0.6395       | 0.7554           | 0.0889          | 0.5967              | 0.019      | 0.3526         | 0.0639      | 0.5217          | 0.1304   | 0.5227       |
| 10.1882       | 213.0 | 22791 | 4.2182          | 0.2019 | 0.312  | 0.2236 | 0.0964    | 0.1486     | 0.2377    | 0.2311 | 0.5038 | 0.5519  | 0.3537    | 0.44       | 0.6867    | 0.6405       | 0.7512           | 0.0996          | 0.5951              | 0.0254     | 0.3703         | 0.0784      | 0.5217          | 0.1655   | 0.5211       |
| 10.1882       | 214.0 | 22898 | 4.2230          | 0.1917 | 0.2975 | 0.2118 | 0.0631    | 0.139      | 0.2205    | 0.2197 | 0.4943 | 0.5521  | 0.3432    | 0.4305     | 0.6865    | 0.636        | 0.7482           | 0.0969          | 0.5984              | 0.0208     | 0.3583         | 0.0684      | 0.5304          | 0.1363   | 0.5253       |
| 10.0921       | 215.0 | 23005 | 4.2515          | 0.186  | 0.2902 | 0.2035 | 0.0567    | 0.1366     | 0.2062    | 0.2091 | 0.5017 | 0.5503  | 0.3685    | 0.4347     | 0.679     | 0.642        | 0.7548           | 0.0842          | 0.6049              | 0.0218     | 0.3509         | 0.0636      | 0.5152          | 0.1184   | 0.5258       |
| 10.0921       | 216.0 | 23112 | 4.3006          | 0.185  | 0.2866 | 0.2026 | 0.0923    | 0.1429     | 0.2       | 0.2117 | 0.4907 | 0.5504  | 0.3617    | 0.4405     | 0.682     | 0.6365       | 0.7518           | 0.0853          | 0.5984              | 0.0207     | 0.3531         | 0.066       | 0.5304          | 0.1164   | 0.518        |
| 10.0921       | 217.0 | 23219 | 4.2459          | 0.193  | 0.2994 | 0.2103 | 0.0906    | 0.1477     | 0.2145    | 0.2252 | 0.5025 | 0.5536  | 0.3679    | 0.4499     | 0.6804    | 0.6395       | 0.753            | 0.0915          | 0.6049              | 0.0222     | 0.3646         | 0.0749      | 0.5217          | 0.137    | 0.5237       |
| 10.0921       | 218.0 | 23326 | 4.3176          | 0.1758 | 0.2725 | 0.1969 | 0.0743    | 0.1311     | 0.1849    | 0.1956 | 0.4903 | 0.5453  | 0.3567    | 0.4311     | 0.6864    | 0.6389       | 0.7554           | 0.0628          | 0.5984              | 0.0169     | 0.3474         | 0.0417      | 0.5043          | 0.1185   | 0.5211       |
| 10.0921       | 219.0 | 23433 | 4.2826          | 0.1825 | 0.2887 | 0.1968 | 0.0763    | 0.138      | 0.1933    | 0.2056 | 0.4955 | 0.5452  | 0.3274    | 0.4324     | 0.677     | 0.633        | 0.7452           | 0.0913          | 0.5902              | 0.0201     | 0.3463         | 0.0386      | 0.5152          | 0.1296   | 0.5289       |
| 10.1493       | 220.0 | 23540 | 4.2609          | 0.1843 | 0.2897 | 0.1928 | 0.0602    | 0.1396     | 0.2039    | 0.2175 | 0.4981 | 0.5466  | 0.3524    | 0.4339     | 0.6841    | 0.6289       | 0.7435           | 0.0864          | 0.5787              | 0.0215     | 0.3537         | 0.0616      | 0.5391          | 0.1231   | 0.518        |
| 10.1493       | 221.0 | 23647 | 4.2594          | 0.1832 | 0.2892 | 0.2027 | 0.0842    | 0.1424     | 0.1965    | 0.2045 | 0.4986 | 0.5491  | 0.3592    | 0.4391     | 0.6817    | 0.6343       | 0.7482           | 0.0909          | 0.5918              | 0.021      | 0.356          | 0.0369      | 0.5304          | 0.1329   | 0.5191       |
| 10.1493       | 222.0 | 23754 | 4.2565          | 0.1904 | 0.2977 | 0.2093 | 0.0684    | 0.1456     | 0.2075    | 0.2077 | 0.5025 | 0.5498  | 0.3671    | 0.4289     | 0.6893    | 0.6406       | 0.7476           | 0.1028          | 0.6016              | 0.0192     | 0.3486         | 0.062       | 0.5304          | 0.1271   | 0.5206       |
| 10.1493       | 223.0 | 23861 | 4.2791          | 0.1869 | 0.2904 | 0.2052 | 0.0606    | 0.1385     | 0.2051    | 0.2122 | 0.4978 | 0.5447  | 0.3731    | 0.418      | 0.6788    | 0.6362       | 0.7482           | 0.089           | 0.5902              | 0.021      | 0.3497         | 0.0679      | 0.5174          | 0.1202   | 0.518        |
| 10.1493       | 224.0 | 23968 | 4.2523          | 0.1823 | 0.288  | 0.1968 | 0.0604    | 0.1325     | 0.2022    | 0.2037 | 0.4978 | 0.5499  | 0.356     | 0.4353     | 0.6889    | 0.6354       | 0.7446           | 0.0876          | 0.5918              | 0.0201     | 0.3577         | 0.0492      | 0.5391          | 0.1193   | 0.516        |
| 10.0165       | 225.0 | 24075 | 4.2708          | 0.1811 | 0.2834 | 0.194  | 0.0597    | 0.1398     | 0.1914    | 0.2096 | 0.4987 | 0.5543  | 0.3783    | 0.4357     | 0.6905    | 0.6365       | 0.7548           | 0.0923          | 0.5967              | 0.0205     | 0.352          | 0.0358      | 0.5413          | 0.1202   | 0.5268       |
| 10.0165       | 226.0 | 24182 | 4.2888          | 0.1875 | 0.2946 | 0.1996 | 0.0703    | 0.1389     | 0.2043    | 0.2142 | 0.5023 | 0.5485  | 0.3555    | 0.4391     | 0.6796    | 0.6335       | 0.7488           | 0.0997          | 0.5885              | 0.0202     | 0.3514         | 0.0625      | 0.537           | 0.1213   | 0.517        |
| 10.0165       | 227.0 | 24289 | 4.2700          | 0.1805 | 0.2884 | 0.1953 | 0.0677    | 0.1372     | 0.1893    | 0.2039 | 0.4988 | 0.5511  | 0.345     | 0.4438     | 0.6795    | 0.6279       | 0.7458           | 0.092           | 0.5902              | 0.0237     | 0.3669         | 0.0364      | 0.5304          | 0.1225   | 0.5222       |
| 10.0165       | 228.0 | 24396 | 4.2864          | 0.1829 | 0.2873 | 0.1982 | 0.0905    | 0.1374     | 0.1978    | 0.2058 | 0.489  | 0.5477  | 0.341     | 0.4231     | 0.6889    | 0.6341       | 0.7399           | 0.0862          | 0.5951              | 0.0196     | 0.3543         | 0.0649      | 0.5391          | 0.1099   | 0.5103       |
| 10.0879       | 229.0 | 24503 | 4.3089          | 0.1836 | 0.29   | 0.1975 | 0.0707    | 0.1398     | 0.1976    | 0.2035 | 0.4967 | 0.5432  | 0.3575    | 0.4281     | 0.6745    | 0.6325       | 0.7429           | 0.0805          | 0.5918              | 0.0224     | 0.3543         | 0.0639      | 0.5152          | 0.1189   | 0.5119       |
| 10.0879       | 230.0 | 24610 | 4.3260          | 0.1844 | 0.2899 | 0.2037 | 0.0666    | 0.1337     | 0.1976    | 0.1977 | 0.496  | 0.5495  | 0.345     | 0.4471     | 0.676     | 0.6361       | 0.7458           | 0.0888          | 0.6                 | 0.0204     | 0.3617         | 0.0623      | 0.5152          | 0.1145   | 0.5247       |
| 10.0879       | 231.0 | 24717 | 4.3127          | 0.1802 | 0.2847 | 0.1995 | 0.0687    | 0.1398     | 0.1928    | 0.2051 | 0.4932 | 0.5413  | 0.3538    | 0.4358     | 0.6704    | 0.6298       | 0.7345           | 0.0876          | 0.5869              | 0.0217     | 0.3543         | 0.0444      | 0.5109          | 0.1176   | 0.5201       |
| 10.0879       | 232.0 | 24824 | 4.2959          | 0.1805 | 0.2834 | 0.1964 | 0.0565    | 0.1399     | 0.1911    | 0.1999 | 0.4962 | 0.5489  | 0.3595    | 0.4564     | 0.6771    | 0.6392       | 0.7506           | 0.0788          | 0.577               | 0.0239     | 0.3674         | 0.0497      | 0.5283          | 0.1109   | 0.5211       |
| 10.0879       | 233.0 | 24931 | 4.3056          | 0.1779 | 0.2822 | 0.1926 | 0.0642    | 0.1391     | 0.1881    | 0.1969 | 0.4981 | 0.5475  | 0.3615    | 0.4346     | 0.6845    | 0.63         | 0.7506           | 0.0841          | 0.5967              | 0.0191     | 0.3337         | 0.0413      | 0.5348          | 0.1151   | 0.5216       |
| 9.9692        | 234.0 | 25038 | 4.2727          | 0.1874 | 0.2957 | 0.2029 | 0.0652    | 0.1468     | 0.2024    | 0.2067 | 0.5017 | 0.5541  | 0.3668    | 0.446      | 0.6822    | 0.6263       | 0.7452           | 0.0992          | 0.6033              | 0.0214     | 0.352          | 0.0679      | 0.5457          | 0.1221   | 0.5242       |
| 9.9692        | 235.0 | 25145 | 4.2812          | 0.187  | 0.2927 | 0.1995 | 0.0652    | 0.1456     | 0.2014    | 0.2037 | 0.4953 | 0.5442  | 0.3553    | 0.445      | 0.6752    | 0.6363       | 0.7482           | 0.0869          | 0.5836              | 0.0232     | 0.3451         | 0.0659      | 0.5174          | 0.1224   | 0.5268       |
| 9.9692        | 236.0 | 25252 | 4.2614          | 0.1879 | 0.2923 | 0.2065 | 0.0542    | 0.1395     | 0.2077    | 0.2045 | 0.5038 | 0.5505  | 0.3556    | 0.4477     | 0.6805    | 0.6371       | 0.75             | 0.0947          | 0.5902              | 0.021      | 0.356          | 0.0669      | 0.5348          | 0.1197   | 0.5216       |
| 9.9692        | 237.0 | 25359 | 4.3077          | 0.1846 | 0.2869 | 0.2008 | 0.0556    | 0.1347     | 0.207     | 0.2026 | 0.4973 | 0.5486  | 0.3467    | 0.4375     | 0.6875    | 0.6319       | 0.7536           | 0.0846          | 0.6016              | 0.0188     | 0.3429         | 0.0658      | 0.5217          | 0.1217   | 0.5232       |
| 9.9692        | 238.0 | 25466 | 4.2868          | 0.1858 | 0.2893 | 0.2056 | 0.0644    | 0.1408     | 0.2015    | 0.2091 | 0.4963 | 0.5495  | 0.3675    | 0.4408     | 0.6778    | 0.6289       | 0.7452           | 0.0977          | 0.6066              | 0.0197     | 0.3474         | 0.063       | 0.5196          | 0.1195   | 0.5289       |
| 9.9435        | 239.0 | 25573 | 4.2938          | 0.1874 | 0.2913 | 0.2066 | 0.0562    | 0.1366     | 0.2022    | 0.2024 | 0.4992 | 0.5516  | 0.3767    | 0.4278     | 0.6809    | 0.6374       | 0.7446           | 0.0926          | 0.6098              | 0.0199     | 0.3469         | 0.0653      | 0.5348          | 0.1217   | 0.5216       |
| 9.9435        | 240.0 | 25680 | 4.2941          | 0.1876 | 0.2927 | 0.2033 | 0.0616    | 0.1408     | 0.2075    | 0.2012 | 0.4994 | 0.549   | 0.3523    | 0.442      | 0.6881    | 0.6313       | 0.7506           | 0.0901          | 0.6016              | 0.0185     | 0.3337         | 0.0706      | 0.537           | 0.1276   | 0.5222       |
| 9.9435        | 241.0 | 25787 | 4.3253          | 0.1849 | 0.2859 | 0.202  | 0.0694    | 0.1419     | 0.2009    | 0.2042 | 0.497  | 0.5529  | 0.3547    | 0.458      | 0.6894    | 0.6379       | 0.7512           | 0.0887          | 0.5984              | 0.0195     | 0.3549         | 0.0642      | 0.5348          | 0.1144   | 0.5253       |
| 9.9435        | 242.0 | 25894 | 4.3053          | 0.1851 | 0.2886 | 0.2028 | 0.0657    | 0.1408     | 0.2018    | 0.2039 | 0.4971 | 0.5502  | 0.3676    | 0.4422     | 0.6884    | 0.6328       | 0.7476           | 0.0853          | 0.6066              | 0.0206     | 0.3486         | 0.0662      | 0.5326          | 0.1206   | 0.5155       |
| 9.9421        | 243.0 | 26001 | 4.2999          | 0.1845 | 0.2881 | 0.204  | 0.0577    | 0.1283     | 0.2027    | 0.203  | 0.495  | 0.5425  | 0.3321    | 0.4279     | 0.6756    | 0.6359       | 0.7452           | 0.0844          | 0.5869              | 0.02       | 0.3509         | 0.0665      | 0.5174          | 0.1157   | 0.5124       |
| 9.9421        | 244.0 | 26108 | 4.2648          | 0.191  | 0.2952 | 0.2102 | 0.0542    | 0.1427     | 0.2157    | 0.2161 | 0.4998 | 0.5519  | 0.3638    | 0.4454     | 0.6838    | 0.6388       | 0.7458           | 0.0901          | 0.6033              | 0.0232     | 0.3674         | 0.0649      | 0.5217          | 0.1379   | 0.5211       |
| 9.9421        | 245.0 | 26215 | 4.2701          | 0.1916 | 0.2955 | 0.211  | 0.0679    | 0.1402     | 0.2134    | 0.2166 | 0.5001 | 0.5498  | 0.3488    | 0.449      | 0.6793    | 0.6422       | 0.7536           | 0.1062          | 0.6                 | 0.0231     | 0.3606         | 0.0638      | 0.5174          | 0.1226   | 0.5175       |
| 9.9421        | 246.0 | 26322 | 4.2664          | 0.1897 | 0.2946 | 0.2059 | 0.0576    | 0.1397     | 0.2115    | 0.2045 | 0.4977 | 0.5533  | 0.3542    | 0.4464     | 0.6804    | 0.6368       | 0.7536           | 0.0962          | 0.6016              | 0.022      | 0.3634         | 0.0649      | 0.5326          | 0.1287   | 0.5155       |
| 9.9421        | 247.0 | 26429 | 4.2942          | 0.1816 | 0.2846 | 0.1948 | 0.057     | 0.139      | 0.1976    | 0.203  | 0.4918 | 0.5404  | 0.3442    | 0.4453     | 0.672     | 0.6301       | 0.7464           | 0.0838          | 0.5951              | 0.019      | 0.3491         | 0.0646      | 0.5043          | 0.1105   | 0.5072       |
| 9.9939        | 248.0 | 26536 | 4.2888          | 0.1841 | 0.2869 | 0.1943 | 0.0631    | 0.1346     | 0.2023    | 0.2083 | 0.4964 | 0.5539  | 0.3732    | 0.4449     | 0.6832    | 0.6322       | 0.7476           | 0.0912          | 0.6016              | 0.0199     | 0.3737         | 0.0627      | 0.5326          | 0.1144   | 0.5139       |
| 9.9939        | 249.0 | 26643 | 4.2757          | 0.1852 | 0.2887 | 0.2013 | 0.061     | 0.1345     | 0.2044    | 0.2086 | 0.4978 | 0.5485  | 0.3649    | 0.4356     | 0.6803    | 0.6381       | 0.7488           | 0.0907          | 0.5902              | 0.0236     | 0.3749         | 0.0655      | 0.5217          | 0.1079   | 0.5067       |
| 9.9939        | 250.0 | 26750 | 4.2638          | 0.1904 | 0.2968 | 0.2085 | 0.0666    | 0.1427     | 0.2118    | 0.2233 | 0.5077 | 0.5487  | 0.3546    | 0.4494     | 0.684     | 0.6349       | 0.7423           | 0.0962          | 0.5984              | 0.0245     | 0.3674         | 0.0648      | 0.5217          | 0.1315   | 0.5139       |
| 9.9939        | 251.0 | 26857 | 4.2468          | 0.1895 | 0.2955 | 0.2058 | 0.0636    | 0.1369     | 0.2106    | 0.2077 | 0.4992 | 0.5515  | 0.3667    | 0.4386     | 0.6827    | 0.6362       | 0.744            | 0.0915          | 0.6016              | 0.0254     | 0.368          | 0.0618      | 0.5217          | 0.1327   | 0.5222       |
| 9.9939        | 252.0 | 26964 | 4.2662          | 0.1952 | 0.3031 | 0.2126 | 0.0671    | 0.1469     | 0.2206    | 0.2184 | 0.5075 | 0.5541  | 0.3771    | 0.4429     | 0.6858    | 0.6291       | 0.7423           | 0.1171          | 0.6066              | 0.0268     | 0.3703         | 0.0767      | 0.5326          | 0.1265   | 0.5186       |
| 9.9373        | 253.0 | 27071 | 4.2834          | 0.1876 | 0.2929 | 0.2039 | 0.0564    | 0.1421     | 0.2076    | 0.2181 | 0.4968 | 0.5481  | 0.3497    | 0.4283     | 0.6855    | 0.633        | 0.7405           | 0.0903          | 0.5967              | 0.0227     | 0.3651         | 0.0653      | 0.5217          | 0.1268   | 0.5165       |
| 9.9373        | 254.0 | 27178 | 4.2863          | 0.1875 | 0.2908 | 0.202  | 0.0684    | 0.1409     | 0.2059    | 0.2042 | 0.5001 | 0.5535  | 0.3568    | 0.4449     | 0.6954    | 0.6367       | 0.7536           | 0.0931          | 0.5984              | 0.023      | 0.3617         | 0.0648      | 0.537           | 0.1202   | 0.517        |
| 9.9373        | 255.0 | 27285 | 4.2806          | 0.1832 | 0.2876 | 0.2012 | 0.0592    | 0.1337     | 0.2027    | 0.2021 | 0.4918 | 0.5435  | 0.3372    | 0.4302     | 0.6761    | 0.6354       | 0.744            | 0.0944          | 0.5885              | 0.0189     | 0.3526         | 0.0626      | 0.5174          | 0.1047   | 0.5149       |
| 9.9373        | 256.0 | 27392 | 4.2951          | 0.1817 | 0.284  | 0.1976 | 0.0437    | 0.1343     | 0.1988    | 0.2106 | 0.4978 | 0.5428  | 0.3443    | 0.4365     | 0.6847    | 0.6348       | 0.7446           | 0.0817          | 0.5885              | 0.0189     | 0.3486         | 0.0597      | 0.513           | 0.1134   | 0.5191       |
| 9.9373        | 257.0 | 27499 | 4.3135          | 0.185  | 0.2904 | 0.2004 | 0.0582    | 0.1415     | 0.2006    | 0.2046 | 0.4968 | 0.5469  | 0.3658    | 0.4487     | 0.679     | 0.6348       | 0.7423           | 0.092           | 0.5918              | 0.0198     | 0.3646         | 0.0639      | 0.5174          | 0.1144   | 0.5186       |
| 9.8816        | 258.0 | 27606 | 4.3074          | 0.1815 | 0.2839 | 0.1987 | 0.0625    | 0.1326     | 0.194     | 0.198  | 0.4983 | 0.5484  | 0.3639    | 0.4423     | 0.6791    | 0.6331       | 0.7446           | 0.0749          | 0.5951              | 0.022      | 0.3594         | 0.0621      | 0.5239          | 0.1155   | 0.5191       |
| 9.8816        | 259.0 | 27713 | 4.3253          | 0.1825 | 0.2846 | 0.1999 | 0.0687    | 0.134      | 0.1985    | 0.1946 | 0.4917 | 0.5435  | 0.3653    | 0.4415     | 0.6771    | 0.6342       | 0.7512           | 0.0888          | 0.5852              | 0.0185     | 0.3514         | 0.0646      | 0.5217          | 0.1065   | 0.5077       |
| 9.8816        | 260.0 | 27820 | 4.3044          | 0.1817 | 0.2856 | 0.1922 | 0.061     | 0.1383     | 0.1969    | 0.2035 | 0.4978 | 0.55    | 0.3517    | 0.4492     | 0.6832    | 0.6312       | 0.7446           | 0.084           | 0.5934              | 0.0209     | 0.3629         | 0.0616      | 0.5261          | 0.1109   | 0.5232       |
| 9.8816        | 261.0 | 27927 | 4.3426          | 0.1755 | 0.2762 | 0.1914 | 0.0644    | 0.1336     | 0.1834    | 0.2022 | 0.4951 | 0.5455  | 0.3538    | 0.4378     | 0.6777    | 0.6361       | 0.7411           | 0.0771          | 0.5951              | 0.0191     | 0.356          | 0.0408      | 0.5152          | 0.1044   | 0.5201       |
| 9.9785        | 262.0 | 28034 | 4.3017          | 0.1846 | 0.2899 | 0.2001 | 0.0759    | 0.1341     | 0.1986    | 0.2106 | 0.4955 | 0.5452  | 0.3684    | 0.4396     | 0.6726    | 0.6333       | 0.7452           | 0.0887          | 0.582               | 0.0234     | 0.3686         | 0.0627      | 0.5174          | 0.1152   | 0.5129       |
| 9.9785        | 263.0 | 28141 | 4.3154          | 0.1803 | 0.2816 | 0.1949 | 0.0579    | 0.1339     | 0.1948    | 0.2102 | 0.4924 | 0.545   | 0.3643    | 0.4376     | 0.6776    | 0.6328       | 0.7423           | 0.0813          | 0.582               | 0.0205     | 0.3646         | 0.0621      | 0.5239          | 0.1045   | 0.5124       |
| 9.9785        | 264.0 | 28248 | 4.3410          | 0.1796 | 0.2815 | 0.1959 | 0.065     | 0.1275     | 0.1931    | 0.2074 | 0.4871 | 0.5437  | 0.3576    | 0.4258     | 0.6805    | 0.6335       | 0.7482           | 0.0796          | 0.5852              | 0.0207     | 0.3497         | 0.0614      | 0.5261          | 0.103    | 0.5093       |
| 9.9785        | 265.0 | 28355 | 4.3147          | 0.1806 | 0.2809 | 0.1954 | 0.0613    | 0.1343     | 0.1948    | 0.2063 | 0.496  | 0.5492  | 0.3715    | 0.4464     | 0.6805    | 0.6312       | 0.7464           | 0.084           | 0.5885              | 0.0194     | 0.3657         | 0.0624      | 0.5326          | 0.1059   | 0.5129       |
| 9.9785        | 266.0 | 28462 | 4.3140          | 0.1793 | 0.2851 | 0.1952 | 0.0631    | 0.1303     | 0.1901    | 0.202  | 0.4983 | 0.5492  | 0.3632    | 0.4356     | 0.6758    | 0.6297       | 0.7429           | 0.0802          | 0.6016              | 0.0209     | 0.3634         | 0.0484      | 0.5217          | 0.1175   | 0.5165       |
| 9.8012        | 267.0 | 28569 | 4.3350          | 0.179  | 0.2794 | 0.1955 | 0.0617    | 0.1373     | 0.1898    | 0.1966 | 0.4968 | 0.5487  | 0.371     | 0.4375     | 0.6808    | 0.63         | 0.7435           | 0.0742          | 0.6033              | 0.0193     | 0.3577         | 0.0659      | 0.5261          | 0.1058   | 0.5129       |
| 9.8012        | 268.0 | 28676 | 4.2844          | 0.1837 | 0.2875 | 0.1964 | 0.065     | 0.1355     | 0.2004    | 0.2059 | 0.5001 | 0.5491  | 0.3612    | 0.4404     | 0.6842    | 0.6343       | 0.7458           | 0.0914          | 0.5885              | 0.0222     | 0.3674         | 0.0645      | 0.5348          | 0.1058   | 0.5088       |
| 9.8012        | 269.0 | 28783 | 4.3089          | 0.186  | 0.2881 | 0.1977 | 0.0733    | 0.1464     | 0.1996    | 0.2058 | 0.4964 | 0.549   | 0.3688    | 0.4475     | 0.6769    | 0.6357       | 0.7494           | 0.0859          | 0.5852              | 0.0227     | 0.3611         | 0.0658      | 0.5283          | 0.1198   | 0.5211       |
| 9.8012        | 270.0 | 28890 | 4.3183          | 0.1819 | 0.2831 | 0.1946 | 0.0601    | 0.1288     | 0.1978    | 0.2018 | 0.4968 | 0.546   | 0.3521    | 0.4343     | 0.6803    | 0.6368       | 0.7488           | 0.0756          | 0.5885              | 0.0214     | 0.3543         | 0.065       | 0.5217          | 0.1108   | 0.5165       |
| 9.8012        | 271.0 | 28997 | 4.2807          | 0.1856 | 0.2899 | 0.206  | 0.0631    | 0.1309     | 0.2038    | 0.2105 | 0.4986 | 0.5495  | 0.3604    | 0.4285     | 0.6823    | 0.6343       | 0.744            | 0.094           | 0.6                 | 0.0233     | 0.3623         | 0.0653      | 0.5283          | 0.1112   | 0.5129       |
| 9.8333        | 272.0 | 29104 | 4.3236          | 0.1805 | 0.2832 | 0.1972 | 0.059     | 0.1303     | 0.1932    | 0.1994 | 0.4932 | 0.5491  | 0.3755    | 0.4251     | 0.6829    | 0.6364       | 0.7452           | 0.0756          | 0.5918              | 0.0223     | 0.3651         | 0.0622      | 0.5304          | 0.1061   | 0.5129       |
| 9.8333        | 273.0 | 29211 | 4.3357          | 0.1797 | 0.2794 | 0.1963 | 0.0631    | 0.1279     | 0.1942    | 0.2003 | 0.492  | 0.5459  | 0.3558    | 0.4347     | 0.6773    | 0.6351       | 0.7488           | 0.0722          | 0.5836              | 0.0206     | 0.3629         | 0.0644      | 0.5239          | 0.1061   | 0.5103       |
| 9.8333        | 274.0 | 29318 | 4.3452          | 0.1803 | 0.2811 | 0.1925 | 0.067     | 0.1355     | 0.1931    | 0.2037 | 0.4961 | 0.548   | 0.3682    | 0.4374     | 0.6789    | 0.6328       | 0.7506           | 0.0756          | 0.5902              | 0.0205     | 0.3514         | 0.0622      | 0.5304          | 0.1101   | 0.5175       |
| 9.8333        | 275.0 | 29425 | 4.3183          | 0.1787 | 0.28   | 0.1917 | 0.0504    | 0.1331     | 0.195     | 0.1961 | 0.4911 | 0.5475  | 0.3547    | 0.4461     | 0.6773    | 0.6323       | 0.7452           | 0.0786          | 0.5869              | 0.0203     | 0.3583         | 0.0612      | 0.5326          | 0.1009   | 0.5144       |
| 9.8761        | 276.0 | 29532 | 4.2977          | 0.1817 | 0.2842 | 0.194  | 0.0561    | 0.1333     | 0.198     | 0.2005 | 0.4943 | 0.5491  | 0.3573    | 0.4449     | 0.6795    | 0.6396       | 0.75             | 0.0795          | 0.5836              | 0.0241     | 0.3686         | 0.0615      | 0.5217          | 0.1039   | 0.5216       |
| 9.8761        | 277.0 | 29639 | 4.2987          | 0.1836 | 0.2889 | 0.1954 | 0.0593    | 0.1361     | 0.199     | 0.1977 | 0.4988 | 0.5499  | 0.3679    | 0.4454     | 0.6844    | 0.6344       | 0.7518           | 0.0813          | 0.5885              | 0.0229     | 0.3606         | 0.0633      | 0.5348          | 0.1162   | 0.5139       |
| 9.8761        | 278.0 | 29746 | 4.3197          | 0.182  | 0.2832 | 0.1968 | 0.0579    | 0.1265     | 0.1991    | 0.2033 | 0.4963 | 0.5492  | 0.3607    | 0.4215     | 0.6839    | 0.6375       | 0.7458           | 0.0784          | 0.5885              | 0.0224     | 0.3634         | 0.0634      | 0.5283          | 0.1082   | 0.5201       |
| 9.8761        | 279.0 | 29853 | 4.3352          | 0.1828 | 0.2837 | 0.2016 | 0.0586    | 0.1334     | 0.1981    | 0.1944 | 0.4956 | 0.5427  | 0.3515    | 0.4165     | 0.6761    | 0.6384       | 0.7488           | 0.0814          | 0.582               | 0.0215     | 0.3486         | 0.062       | 0.5196          | 0.1107   | 0.5144       |
| 9.8761        | 280.0 | 29960 | 4.3382          | 0.1822 | 0.2856 | 0.1963 | 0.0625    | 0.1364     | 0.1962    | 0.1948 | 0.4976 | 0.547   | 0.3609    | 0.4341     | 0.6777    | 0.6301       | 0.7375           | 0.0812          | 0.5869              | 0.0233     | 0.3634         | 0.0636      | 0.5283          | 0.1127   | 0.5191       |
| 9.8137        | 281.0 | 30067 | 4.3104          | 0.1819 | 0.282  | 0.1946 | 0.0587    | 0.1293     | 0.1978    | 0.2026 | 0.5011 | 0.5493  | 0.3614    | 0.4334     | 0.6807    | 0.6359       | 0.7512           | 0.0801          | 0.5902              | 0.0221     | 0.3611         | 0.063       | 0.5283          | 0.1083   | 0.516        |
| 9.8137        | 282.0 | 30174 | 4.3146          | 0.181  | 0.2806 | 0.2004 | 0.0578    | 0.1295     | 0.1958    | 0.2012 | 0.4882 | 0.5448  | 0.3473    | 0.4308     | 0.6796    | 0.6351       | 0.747            | 0.0815          | 0.5967              | 0.0212     | 0.3566         | 0.0603      | 0.5087          | 0.1071   | 0.5149       |
| 9.8137        | 283.0 | 30281 | 4.2963          | 0.1824 | 0.2835 | 0.1978 | 0.057     | 0.1358     | 0.1962    | 0.2007 | 0.4956 | 0.5474  | 0.3554    | 0.4337     | 0.6744    | 0.6385       | 0.7446           | 0.0776          | 0.582               | 0.0228     | 0.3743         | 0.0629      | 0.5217          | 0.1101   | 0.5144       |
| 9.8137        | 284.0 | 30388 | 4.3087          | 0.1846 | 0.2882 | 0.1974 | 0.0652    | 0.1414     | 0.198     | 0.2056 | 0.4952 | 0.5514  | 0.3595    | 0.4407     | 0.6849    | 0.6336       | 0.7435           | 0.0832          | 0.5967              | 0.023      | 0.364          | 0.0647      | 0.5348          | 0.1183   | 0.518        |
| 9.8137        | 285.0 | 30495 | 4.3036          | 0.1826 | 0.2838 | 0.1993 | 0.0613    | 0.1332     | 0.1954    | 0.194  | 0.496  | 0.5521  | 0.3566    | 0.4467     | 0.6842    | 0.6402       | 0.7512           | 0.0749          | 0.5951              | 0.0221     | 0.3686         | 0.0641      | 0.5304          | 0.1119   | 0.5155       |
| 9.9365        | 286.0 | 30602 | 4.3145          | 0.1837 | 0.2851 | 0.1985 | 0.0526    | 0.1364     | 0.1994    | 0.2042 | 0.499  | 0.5499  | 0.3563    | 0.4451     | 0.6829    | 0.6379       | 0.7476           | 0.0791          | 0.5918              | 0.0259     | 0.3583         | 0.0627      | 0.5326          | 0.1131   | 0.5191       |
| 9.9365        | 287.0 | 30709 | 4.3383          | 0.1812 | 0.2801 | 0.1957 | 0.0608    | 0.1392     | 0.1928    | 0.1983 | 0.4883 | 0.5501  | 0.3817    | 0.4444     | 0.6861    | 0.6382       | 0.7518           | 0.0742          | 0.5885              | 0.0219     | 0.3646         | 0.0646      | 0.5326          | 0.107    | 0.5129       |
| 9.9365        | 288.0 | 30816 | 4.3181          | 0.1836 | 0.2862 | 0.1962 | 0.0619    | 0.1376     | 0.1975    | 0.1964 | 0.4954 | 0.5509  | 0.3598    | 0.4444     | 0.6854    | 0.6367       | 0.7476           | 0.0774          | 0.5934              | 0.0203     | 0.356          | 0.0657      | 0.5391          | 0.1177   | 0.5186       |
| 9.9365        | 289.0 | 30923 | 4.3263          | 0.1838 | 0.2868 | 0.2006 | 0.0616    | 0.1396     | 0.1981    | 0.1991 | 0.4936 | 0.5491  | 0.3581    | 0.4449     | 0.6824    | 0.6359       | 0.7476           | 0.082           | 0.5852              | 0.0213     | 0.3686         | 0.0636      | 0.5283          | 0.1161   | 0.516        |
| 9.8282        | 290.0 | 31030 | 4.3064          | 0.1817 | 0.2839 | 0.194  | 0.0557    | 0.1312     | 0.195     | 0.1965 | 0.4962 | 0.5492  | 0.3598    | 0.4391     | 0.6825    | 0.635        | 0.744            | 0.075           | 0.6                 | 0.0222     | 0.3583         | 0.0635      | 0.5304          | 0.1126   | 0.5134       |
| 9.8282        | 291.0 | 31137 | 4.3178          | 0.1823 | 0.2842 | 0.1954 | 0.0578    | 0.1339     | 0.1971    | 0.1939 | 0.4933 | 0.5446  | 0.3617    | 0.4423     | 0.6726    | 0.6351       | 0.7429           | 0.0802          | 0.5836              | 0.0209     | 0.3531         | 0.0639      | 0.5304          | 0.1113   | 0.5129       |
| 9.8282        | 292.0 | 31244 | 4.3288          | 0.1825 | 0.2836 | 0.1996 | 0.0441    | 0.1393     | 0.1981    | 0.201  | 0.4959 | 0.5511  | 0.38      | 0.4366     | 0.6857    | 0.6378       | 0.7512           | 0.0858          | 0.6033              | 0.0187     | 0.3577         | 0.0616      | 0.5283          | 0.1085   | 0.5149       |
| 9.8282        | 293.0 | 31351 | 4.3005          | 0.1818 | 0.2836 | 0.1996 | 0.0566    | 0.1304     | 0.1974    | 0.2032 | 0.4964 | 0.5478  | 0.3595    | 0.4479     | 0.6768    | 0.6337       | 0.7423           | 0.0793          | 0.5951              | 0.0212     | 0.3537         | 0.0624      | 0.5304          | 0.1125   | 0.5175       |
| 9.8282        | 294.0 | 31458 | 4.3244          | 0.1793 | 0.2803 | 0.1941 | 0.0605    | 0.1371     | 0.1907    | 0.1963 | 0.4935 | 0.5457  | 0.368     | 0.4411     | 0.677     | 0.6301       | 0.747            | 0.0723          | 0.5869              | 0.0204     | 0.3577         | 0.0633      | 0.5239          | 0.1107   | 0.5129       |
| 9.8042        | 295.0 | 31565 | 4.3083          | 0.183  | 0.2856 | 0.2008 | 0.0643    | 0.1287     | 0.1991    | 0.202  | 0.4943 | 0.548   | 0.3636    | 0.4356     | 0.6782    | 0.6336       | 0.7482           | 0.0847          | 0.5902              | 0.0206     | 0.36           | 0.0621      | 0.5304          | 0.1143   | 0.5113       |
| 9.8042        | 296.0 | 31672 | 4.3166          | 0.1825 | 0.2827 | 0.1999 | 0.0597    | 0.1276     | 0.1989    | 0.2034 | 0.4896 | 0.5475  | 0.3572    | 0.4355     | 0.682     | 0.6328       | 0.744            | 0.0885          | 0.5967              | 0.0204     | 0.3611         | 0.0612      | 0.5196          | 0.1095   | 0.516        |
| 9.8042        | 297.0 | 31779 | 4.3176          | 0.183  | 0.2865 | 0.1998 | 0.0612    | 0.1293     | 0.1985    | 0.2009 | 0.499  | 0.5465  | 0.3553    | 0.4337     | 0.6831    | 0.6335       | 0.7464           | 0.0852          | 0.5869              | 0.0214     | 0.3606         | 0.0623      | 0.5304          | 0.1125   | 0.5082       |
| 9.8042        | 298.0 | 31886 | 4.3164          | 0.1831 | 0.286  | 0.1978 | 0.0567    | 0.1364     | 0.1976    | 0.2083 | 0.4944 | 0.5434  | 0.3505    | 0.4238     | 0.678     | 0.6328       | 0.7411           | 0.08            | 0.5902              | 0.0218     | 0.348          | 0.0637      | 0.5261          | 0.1173   | 0.5119       |
| 9.8042        | 299.0 | 31993 | 4.3157          | 0.1835 | 0.2844 | 0.197  | 0.0608    | 0.1353     | 0.1981    | 0.1945 | 0.4981 | 0.5488  | 0.357     | 0.443      | 0.681     | 0.6389       | 0.75             | 0.0819          | 0.5934              | 0.0215     | 0.3594         | 0.0631      | 0.5283          | 0.1122   | 0.5129       |
| 9.7592        | 300.0 | 32100 | 4.3105          | 0.1854 | 0.2891 | 0.2037 | 0.0615    | 0.1352     | 0.2007    | 0.2026 | 0.4969 | 0.5489  | 0.3591    | 0.4387     | 0.6796    | 0.6348       | 0.7464           | 0.0897          | 0.5885              | 0.0228     | 0.3697         | 0.0629      | 0.5239          | 0.1167   | 0.516        |


### Framework versions

- Transformers 5.8.1
- Pytorch 2.11.0+cu128
- Datasets 4.8.5
- Tokenizers 0.22.2